There are several helpful introductions and paper collections on this topic: [Awesome Neural Radiance Fields], [Awesome-Implicit-NeRF-Robotics], [NeRF Explosion 2020]. If you are interested in the combination of diffusion models and implicit neural representations (especially NeRFs), please refer to this repo.
NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields.
Muhammad Zubair Irshad, Sergey Zakharov, Vitor Guizilini, Adrien Gaidon, Zsolt Kira, Rares Ambrus.
ECCV 2024. [PDF] [Project] [Code]
COLMAP-Free 3D Gaussian Splatting.
Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang.
CVPR 2024 (Highlight). [PDF] [Project]
MuRF: Multi-Baseline Radiance Fields.
Haofei Xu, Anpei Chen, Yuedong Chen, Christos Sakaridis, Yulun Zhang, Marc Pollefeys, Andreas Geiger, Fisher Yu.
CVPR 2024. [PDF] [Project]
Compact 3D Gaussian Representation for Radiance Field.
Joo Chan Lee, Daniel Rho, Xiangyu Sun, Jong Hwan Ko, Eunbyung Park.
CVPR 2024 (Highlight). [PDF] [Project]
4K4D: Real-Time 4D View Synthesis at 4K Resolution.
Zhen Xu, Sida Peng, Haotong Lin, Guangzhao He, Jiaming Sun, Yujun Shen, Hujun Bao, Xiaowei Zhou.
CVPR 2024. [PDF] [Project]
ICE-G: Image Conditional Editing of 3D Gaussian Splats.
Vishnu Jaganathan, Hannah Huang, Muhammad Zubair Irshad, Varun Jampani, Amit Raj, Zsolt Kira.
CVPRW 2024. [PDF] [Project]
TUVF: Learning Generalizable Texture UV Radiance Fields.
An-Chieh Cheng, Xueting Li, Sifei Liu, Xiaolong Wang.
ICLR 2024. [PDF] [Project] [Code]
ParticleNeRF: Particle Based Encoding for Online Neural Radiance Fields in Dynamic Scenes.
Jad Abou-Chakra, Feras Dayoub, Niko Sünderhauf.
WACV 2024. [PDF] [Code]
FSD: Fast Self-Supervised Single RGB-D to Categorical 3D Objects.
Mayank Lunayach, Sergey Zakharov, Dian Chen, Rares Ambrus, Zsolt Kira, Muhammad Zubair Irshad.
ICRA 2024. [PDF] [Project]
NeRF Revisited: Fixing Quadrature Instability in Volume Rendering.
Mikaela Angelina Uy, Kiyohiro Nakayama, Guandao Yang, Rahul Krishna Thomas, Leonidas Guibas, Ke Li.
NeurIPS 2023. [PDF] [Project] [Code]
DELIFFAS: Deformable Light Fields for Fast Avatar Synthesis.
Youngjoong Kwon, Lingjie Liu, Henry Fuchs, Marc Habermann, Christian Theobalt.
NeurIPS 2023. [PDF]
DäRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation.
Jiuhn Song, Seonghoon Park, Honggyu An, Seokju Cho, Min-Seop Kwak, Sungjin Cho, Seungryong Kim.
NeurIPS 2023. [PDF] [Project]
Segment Anything in 3D with NeRFs.
Jiazhong Cen, Zanwei Zhou, Jiemin Fang, Wei Shen, Lingxi Xie, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian.
NeurIPS 2023. [PDF] [Project] [Code]
GNeSF: Generalizable Neural Semantic Fields.
Hanlin Chen, Chen Li, Mengqi Guo, Zhiwen Yan, Gim Hee Lee.
NeurIPS 2023. [PDF] [Project]
CorresNeRF: Image Correspondence Priors for Neural Radiance Fields.
Yixing Lao, Xiaogang Xu, Zhipeng Cai, Xihui Liu, Hengshuang Zhao.
NeurIPS 2023. [PDF] [Project]
Adaptive Shells for Efficient Neural Radiance Field Rendering.
Zian Wang, Tianchang Shen, Merlin Nimier-David, Nicholas Sharp, Jun Gao, Alexander Keller, Sanja Fidler, Thomas Müller, Zan Gojcic.
SIGGRAPH Asia 2023. [PDF] [Project]
EXIM: A Hybrid Explicit-Implicit Representation for Text-Guided 3D Shape Generation.
Zhengzhe Liu, Jingyu Hu, Ka-Hei Hui, Xiaojuan Qi, Daniel Cohen-Or, Chi-Wing Fu.
SIGGRAPH Asia 2023. [PDF]
VR-NeRF: High-Fidelity Virtualized Walkable Spaces.
Linning Xu, Vasu Agrawal, William Laney, Tony Garcia, Aayush Bansal, Changil Kim, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Aljaž Božič, Dahua Lin, Michael Zollhöfer, Christian Richardt.
SIGGRAPH Asia 2023. [PDF] [Project]
Im4D: High-Fidelity and Real-Time Novel View Synthesis for Dynamic Scenes.
Haotong Lin, Sida Peng, Zhen Xu, Tao Xie, Xingyi He, Hujun Bao, Xiaowei Zhou.
SIGGRAPH Asia 2023. [PDF] [Project]
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models.
Jianglong Ye, Naiyan Wang, Xiaolong Wang.
ICCV 2023. [PDF] [Project]
Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields.
Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, Peter Hedman.
ICCV 2023 (Oral). [PDF] [Project]
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions.
Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa.
ICCV 2023 (Oral). [PDF] [Project] [Code]
MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields.
Takuhiro Kaneko.
ICCV 2023. [PDF]
SHERF: Generalizable Human NeRF from a Single Image.
Shoukang Hu, Fangzhou Hong, Liang Pan, Haiyi Mei, Lei Yang, Ziwei Liu.
ICCV 2023. [PDF] [Project] [Code]
SALAD: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation.
Juil Koo, Seungwoo Yoo, Minh Hieu Nguyen, Minhyuk Sung.
ICCV 2023. [PDF] [Project]
NeO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes.
Muhammad Zubair Irshad, Sergey Zakharov, Katherine Liu, Vitor Guizilini, Thomas Kollar, Adrien Gaidon, Zsolt Kira, Rares Ambrus.
ICCV 2023. [PDF] [Project]
Blending-NeRF: Text-Driven Localized Editing in Neural Radiance Fields.
Hyeonseop Song, Seokhun Choi, Hoseok Do, Chul Lee, Taehyeong Kim.
ICCV 2023. [PDF]
Multi-task View Synthesis with Neural Radiance Fields.
Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang.
ICCV 2023. [PDF] [Project]
Forward Flow for Novel View Synthesis of Dynamic Scenes.
Xiang Guo, Jiadai Sun, Yuchao Dai, Guanying Chen, Xiaoqing Ye, Xiao Tan, Errui Ding, Yumeng Zhang, Jingdong Wang.
ICCV 2023. [PDF] [Project]
PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis.
Haiyang Ying, Baowei Jiang, Jinzhi Zhang, Di Xu, Tao Yu, Qionghai Dai, Lu Fang.
ICCV 2023. [PDF] [Project]
Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs.
Frederik Warburg, Ethan Weber, Matthew Tancik, Aleksander Holynski, Angjoo Kanazawa.
ICCV 2023. [PDF] [Project] [Code] [nerfstudio page]
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction.
Hansheng Chen, Jiatao Gu, Anpei Chen, Wei Tian, Zhuowen Tu, Lingjie Liu, Hao Su.
ICCV 2023. [PDF] [Project] [Code]
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs.
Jiteng Mu, Shen Sang, Nuno Vasconcelos, Xiaolong Wang.
ICCV 2023. [PDF] [Project]
Strivec: Sparse Tri-Vector Radiance Fields.
Quankai Gao, Qiangeng Xu, Hao Su, Ulrich Neumann, Zexiang Xu.
ICCV 2023. [PDF] [Code]
NeRSemble: Multi-view Radiance Field Reconstruction of Human Heads.
Tobias Kirschstein, Shenhan Qian, Simon Giebenhain, Tim Walter, Matthias Nießner.
TOG 2023. [PDF] [Project] [Demo]
Factor Fields: A Unified Framework for Neural Fields and Beyond.
Anpei Chen, Zexiang Xu, Xinyue Wei, Siyu Tang, Hao Su, Andreas Geiger.
TOG (SIGGRAPH) 2023. [PDF] [Project] [Code]
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields.
Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner.
SIGGRAPH Asia 2023. [PDF] [Project]
CamP: Camera Preconditioning for Neural Radiance Fields.
Keunhong Park, Philipp Henzler, Ben Mildenhall, Jonathan T. Barron, Ricardo Martin-Brualla.
SIGGRAPH Asia 2023. [PDF] [Project]
Relighting Neural Radiance Fields with Shadow and Highlight Hints.
Chong Zeng, Guojun Chen, Yue Dong, Pieter Peers, Hongzhi Wu, Xin Tong.
SIGGRAPH 2023. [PDF] [Project]
Live 3D Portrait: Real-Time Radiance Fields for Single-Image Portrait View Synthesis.
Alex Trevithick, Matthew Chan, Michael Stengel, Eric R. Chan, Chao Liu, Zhiding Yu, Sameh Khamis, Manmohan Chandraker, Ravi Ramamoorthi, Koki Nagano.
SIGGRAPH 2023. [PDF] [Project]
Dictionary Fields: Learning a Neural Basis Decomposition.
Anpei Chen, Zexiang Xu, Xinyue Wei, Siyu Tang, Hao Su, Andreas Geiger.
SIGGRAPH 2023. [PDF] [Project] [Code]
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models.
Biao Zhang, Jiapeng Tang, Matthias Niessner, Peter Wonka.
SIGGRAPH 2023. [PDF] [Project] [Code]
HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion.
Mustafa Işık, Martin Rünz, Markos Georgopoulos, Taras Khakhulin, Jonathan Starck, Lourdes Agapito, Matthias Nießner.
SIGGRAPH 2023. [PDF] [Project] [Data]
Real-Time Neural Appearance Models.
Tizian Zeltner, Fabrice Rousselle, Andrea Weidlich, Petrik Clarberg, Jan Novák, Benedikt Bitterli, Alex Evans, Tomáš Davidovič, Simon Kallweit, Aaron Lefohn.
SIGGRAPH 2023. [PDF] [Project] [Code]
Live 3D Portrait: Real-Time Radiance Fields for Single-Image Portrait View Synthesis.
Alex Trevithick, Matthew Chan, Michael Stengel, Eric R. Chan, Chao Liu, Zhiding Yu, Sameh Khamis, Manmohan Chandraker, Ravi Ramamoorthi, Koki Nagano.
SIGGRAPH 2023 (ACM Transactions on Graphics). [PDF] [Project] [Code]
3D Gaussian Splatting for Real-Time Radiance Field Rendering.
Bernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George Drettakis.
SIGGRAPH 2023 (Best Paper). [PDF] [Project] [Code]
ViP-NeRF: Visibility Prior for Sparse Input Neural Radiance Fields.
Nagabhushan Somraj, Rajiv Soundararajan.
SIGGRAPH 2023. [PDF] [Project] [Code] [Slides]
SketchFaceNeRF: Sketch-based Facial Generation and Editing in Neural Radiance Fields.
Lin Gao, Feng-Lin Liu, Shu-Yu Chen, Kaiwen Jiang, Chunpeng Li, Yu-Kun Lai, Hongbo Fu.
SIGGRAPH 2023. [PDF]
DE-NeRF: DEcoupled Neural Radiance Fields for View-Consistent Appearance Editing and High-Frequency Environmental Relighting.
Tong Wu, Jia-Mu Sun, Yu-Kun Lai, Lin Gao.
SIGGRAPH 2023. [PDF] [Project]
NeRF-Texture: Texture Synthesis with Neural Radiance Fields.
Yi-Hua Huang, Yan-Pei Cao, Yu-Kun Lai, Ying Shan, Lin Gao.
SIGGRAPH 2023. [PDF] [Project]
NeRFFaceLighting: Implicit and Disentangled Face Lighting Representation Leveraging Generative Prior in Neural Radiance Fields.
Kaiwen Jiang, Shu-Yu Chen, Hongbo Fu, Lin Gao.
TOG 2023. [PDF] [Project] [Code]
StructNeRF: Neural Radiance Fields for Indoor Scenes with Structural Hints.
Zheng Chen, Chen Wang, Yuan-Chen Guo, Song-Hai Zhang.
TPAMI 2023. [PDF]
General Neural Gauge Fields.
Fangneng Zhan, Lingjie Liu, Adam Kortylewski, Christian Theobalt.
ICLR 2023. [PDF]
DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images.
Bing Wang, Lu Chen, Bo Yang.
ICLR 2023. [PDF] [Code]
NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-view Images.
Yunfan Ye, Renjiao Yi, Zhirui Gao, Chenyang Zhu, Zhiping Cai, Kai Xu.
CVPR 2023. [PDF] [Project] [Code]
DyLiN: Making Light Field Networks Dynamic.
Heng Yu, Joel Julin, Zoltán Á Milacski, Koichiro Niinuma, László A. Jeni.
CVPR 2023. [PDF] [Project] [Code]
PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces.
Yiqun Wang, Ivan Skorokhodov, Peter Wonka.
CVPR 2023. [PDF] [Code]
Grid-guided Neural Radiance Fields for Large Urban Scenes.
Linning Xu, Yuanbo Xiangli, Sida Peng, Xingang Pan, Nanxuan Zhao, Christian Theobalt, Bo Dai, Dahua Lin.
CVPR 2023. [PDF] [Project]
Multi-Space Neural Radiance Fields.
Ze-Xin Yin, Jiaxiong Qiu, Ming-Ming Cheng, Bo Ren.
CVPR 2023. [PDF]
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis.
Ziyu Wan, Christian Richardt, Aljaž Božič, Chao Li, Vijay Rengarajan, Seonghyeon Nam, Xiaoyu Xiang, Tuotuo Li, Bo Zhu, Rakesh Ranjan, Jing Liao.
CVPR 2023 (Highlight). [PDF] [Project]
F2-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories.
Peng Wang, Yuan Liu, Zhaoxi Chen, Lingjie Liu, Ziwei Liu, Taku Komura, Christian Theobalt, Wenping Wang.
CVPR 2023 (highlight). [PDF] [Project] [Code] [Data]
NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering.
Yu-Tao Liu, Li Wang, Jie yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Lin Gao.
CVPR 2023 (Highlight). [PDF] [Project]
DINER: Disorder-Invariant Implicit Neural Representation.
Shaowen Xie, Hao Zhu, Zhen Liu, Qi Zhang, You Zhou, Xun Cao, Zhan Ma.
CVPR 2023 (Highlight). [PDF]
Local Implicit Ray Function for Generalizable Radiance Field Representation.
Xin Huang, Qi Zhang, Ying Feng, Xiaoyu Li, Xuan Wang, Qing Wang.
CVPR 2023. [PDF] [Project]
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization.
Jiawei Yang, Marco Pavone, Yue Wang.
CVPR 2023. [PDF] [Project] [Code]
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision.
Jingwang Ling, Zhibo Wang, Feng Xu.
CVPR 2023. [PDF] [Project] [Code] [Dataset]
Implicit Neural Head Synthesis Via Controllable Local Deformation Fields.
Chuhan Chen, Matthew O'Toole, Gaurav Bharaj, Pablo Garrido.
CVPR 2023. [PDF]
MonoHuman: Animatable Human Neural Field from Monocular Video.
Zhengming Yu, Wei Cheng, Xian Liu, Wayne Wu, Kwan-Yee Lin.
CVPR 2023. [PDF] [Project]
FlexNeRF: Photorealistic Free-viewpoint Rendering of Moving Humans from Sparse Views.
Vinoj Jayasundara, Amit Agrawal, Nicolas Heron, Abhinav Shrivastava, Larry S. Davis.
CVPR 2023. [PDF]
HumanGen: Generating Human Radiance Fields with Explicit Priors.
Suyi Jiang, Haoran Jiang, Ziyu Wang, Haimin Luo, Wenzheng Chen, Lan Xu.
CVPR 2023. [PDF]
Balanced Spherical Grid for Egocentric View Synthesis.
Changwoon Choi Sang Min Kim, Young Min Kim.
CVPR 2023. [PDF] [Project] [Code] [Data]
L2G-NeRF: Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields.
Yue Chen, Xingyu Chen, Xuan Wang, Qi Zhang, Yu Guo, Ying Shan, Fei Wang.
CVPR 2023. [PDF] [Project] [Code]
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields.
Peng Wang, Lingzhe Zhao, Ruijie Ma, Peidong Liu.
CVPR 2023. [PDF] [Code]
SPARF: Neural Radiance Fields from Sparse and Noisy Poses.
Prune Truong, Marie-Julie Rakotosaona, Fabian Manhardt, Federico Tombari.
CVPR 2023. [PDF]
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures.
Gal Metzer, Elad Richardson, Or Patashnik, Raja Giryes, Daniel Cohen-Or.
CVPR 2023. [PDF]
UV Volumes for Real-time Rendering of Editable Free-view Human Performance.
Yue Chen, Xuan Wang, Xingyu Chen, Qi Zhang, Xiaoyu Li, Yu Guo, Jue Wang, Fei Wang.
CVPR 2023. [PDF] [Project] [Code]
PersonNeRF: Personalized Reconstruction from Photo Collections.
Chung-Yi Weng, Pratul P. Srinivasan, Brian Curless, Ira Kemelmacher-Shlizerman.
CVPR 2023. [PDF] [Project] [Code]
Implicit Neural Head Synthesis Via Controllable Local Deformation Fields.
Chuhan Chen, Matthew O'Toole, Gaurav Bharaj, Pablo Garrido.
CVPR 2023. [PDF]
Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting.
Ruichen Zheng, Peng Li, Haoqian Wang, Tao Yu.
CVPR 2023. [PDF]
ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects.
Marco Toschi, Riccardo De Matteo, Riccardo Spezialetti, Daniele De Gregorio, Luigi Di Stefano, Samuele Salti.
CVPR 2023. [PDF]
NeuralEditor: Editing Neural Radiance Fields Via Manipulating Point Clouds.
Jun-Kun Chen, Jipeng Lyu, Yu-Xiong Wang.
CVPR 2023. [PDF]
Generalizable Implicit Neural Representations via Instance Pattern Composers.
Chiheon Kim, Doyup Lee, Saehoon Kim, Minsu Cho, Wook-Shin Han.
CVPR 2023. [PDF]
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes.
Zhiwen Fan, Peihao Wang, Yifan Jiang, Xinyu Gong, Dejia Xu, Zhangyang Wang.
ICLR 2023. [PDF] [Project] [Code]
Is Attention All NeRF Needs?
Mukund Varma T, Peihao Wang, Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang.
ICLR 2023. [PDF]
LATITUDE: Robotic Global Localization with Truncated Dynamic Low-pass Filter in City-scale NeRF.
Zhenxin Zhu, Yuantao Chen, Zirui Wu, Chao Hou, Yongliang Shi, Chuxuan Li, Pengfei Li, Hao Zhao, Guyue Zhou.
ICRA 2023. [PDF] [Code]
nerf2nerf: Pairwise Registration of Neural Radiance Fields.
Lily Goli, Daniel Rebain, Sara Sabour, Animesh Garg, Andrea Tagliasacchi.
ICRA 2023. [PDF] [Project]
X-NeRF: Explicit Neural Radiance Field for Multi-Scene 360∘ Insufficient RGB-D Views.
Haoyi Zhu, Hao-Shu Fang, Cewu Lu.
WACV 2023. [PDF]
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation.
Verica Lazova, Vladimir Guzov, Kyle Olszewski, Sergey Tulyakov, Gerard Pons-Moll.
WACV 2023. [PDF]
Neural Implicit Representations for Physical Parameter Inference from a Single Video.
Florian Hofherr, Lukas Koestler, Florian Bernard, Daniel Cremers.
WACV 2023. [PDF]
Compressing Explicit Voxel Grid Representations: fast NeRFs become also small.
Chenxi Lola Deng, Enzo Tartaglione.
WACV 2023. [PDF]
CG-NeRF: Conditional Generative Neural Radiance Fields.
Kyungmin Jo, Gyumin Shim, Sanghun Jung, Soyoung Yang, Jaegul Choo.
WACV 2023. [PDF]
FLAME-in-NeRF: Neural control of Radiance Fields for Free View Face Animation.
ShahRukh Athar, Zhixin Shu, Dimitris Samaras.
FG 2023. [PDF] [Project]
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images.
Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash K. Mansinghka, Rif A. Saurous.
AISTATS 2023. [PDF]
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields.
Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, Andreas Geiger.
TVCG 2023. [PDF] [Project]
gCoRF: Generative Compositional Radiance Fields.
Mallikarjun BR, Ayush Tewari, Xingang Pan, Mohamed Elgharib, Christian Theobalt.
3DV 2022. [PDF] [Project]
DD-NeRF: Double-Diffusion Neural Radiance Field as a Generalizable Implicit Body Representation.
Guangming Yao, Hongzhi Wu, Yi Yuan, Kun Zhou.
IJCAI 2022. [PDF]
Reconstructing Personalized Semantic Facial NeRF Models From Monocular Video.
Xuan Gao, Chenglai Zhong, Jun Xiang, Yang Hong, Yudong Guo, Juyong Zhang.
SIGGRAPH Asia 2022. [PDF] [Project] [Code]
Differentiable Point-Based Radiance Fields for Efficient View Synthesis.
Qiang Zhang, Seung-Hwan Baek, Szymon Rusinkiewicz, Felix Heide.
SIGGRAPH Asia 2022. [PDF] [Code]
Fast Dynamic Radiance Fields with Time-Aware Neural Voxels.
Jiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang, Wenyu Liu, Matthias Nießner, Qi Tian.
SIGGRAPH Asia 2022. [PDF] [Project]
NeMF: Neural Motion Fields for Kinematic Animation.
Chengan He, Jun Saito, James Zachary, Holly Rushmeier, Yi Zhou.
NeurIPS 2022. [PDF]
[Project] [Code]
Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera.
Hongrui Cai, Wanquan Feng, Xuetao Feng, Yan Wang, Juyong Zhang.
NeurIPS 2022. [PDF] [Project] [Code]
Coordinates Are NOT Lonely -- Codebook Prior Helps Implicit Neural 3D Representations.
Fukun Yin, Wen Liu, Zilong Huang, Pei Cheng, Tao Chen, Gang Yu.
NeurIPS 2022. [PDF] [Project]
Monocular Dynamic View Synthesis: A Reality Check.
Hang Gao, Ruilong Li, Shubham Tulsiani, Bryan Russell, Angjoo Kanazawa.
NeurIPS 2022. [PDF] [Project] [Code]
Signal Processing for Implicit Neural Representations.
Dejia Xu, Peihao Wang, Yifan Jiang, Zhiwen Fan, Zhangyang Wang.
NeurIPS 2022. [PDF] [Project]
Coordinates Are NOT Lonely -- Codebook Prior Helps Implicit Neural 3D Representations.
Fukun Yin, Wen Liu, Zilong Huang, Pei Cheng, Tao Chen, Gang YU.
NeurIPS 2022. [PDF] [Code]
S3-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint.
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong.
NeurIPS 2022. [PDF] [Project]
Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces.
Yihao Zhi, Shenhan Qian, Xinhao Yan, Shenghua Gao.
3DV 2022. [PDF] [Code]
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation.
Xiao Fu, Shangzhan Zhang, Tianrun Chen, Yichong Lu, Lanyun Zhu, Xiaowei Zhou, Andreas Geiger, Yiyi Liao.
3DV 2022. [PDF] [Project] [Code]
Dual-Space NeRF: Learning Animatable Avatars and Scene Lighting in Separate Spaces.
Yihao Zhi, Shenhan Qian, Xinhao Yan, Shenghua Gao.
3DV 2022. [PDF]
Generative Deformable Radiance Fields for Disentangled Image Synthesis of Topology-Varying Objects.
Ziyu Wang, Yu Deng, Jiaolong Yang, Jingyi Yu, Xin Tong.
Computer Graphics Forum, Pacific Graphics 2023. [PDF] [Code]
IBL-NeRF: Image-Based Lighting Formulation of Neural Radiance Fields.
Changwoon Choi, Juhyeon Kim, Young Min Kim.
Computer Graphics Forum, Pacific Graphics 2023. [PDF] [Project] [Code] [Data]
A Level Set Theory for Neural Implicit Evolution under Explicit Flows.
Ishit Mehta, Manmohan Chandraker, Ravi Ramamoorthi.
ECCV 2022 (Oral). [PDF] [Project]
LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling.
Boyan Jiang, Xinlin Ren, Mingsong Dou, Xiangyang Xue, Yanwei Fu, Yinda Zhang.
ECCV 2022. [PDF] [Code]
PRIF: Primary Ray-based Implicit Function.
Brandon Yushan Feng, Yinda Zhang, Danhang Tang, Ruofei Du, Amitabh Varshney.
ECCV 2022. [PDF] [Project]
Neural Radiance Transfer Fields for Relightable Novel-view Synthesis with Global Illumination.
Linjie Lyu, Ayush Tewari, Thomas Leimkuehler, Marc Habermann, Christian Theobalt.
ECCV 2022. [PDF] [Project]
Editable indoor lighting estimation.
Henrique Weber, Mathieu Garon, Jean-François Lalonde.
ECCV 2022. [PDF]
Implicit Feature Networks for Texture Completion from Partial 3D Data.
Julian Chibane, Gerard Pons-Moll.
ECCV 2022 Workshops. [PDF] [Project]
Transformers as Meta-Learners for Implicit Neural Representations.
Yinbo Chen, Xiaolong Wang.
ECCV 2022. [PDF] [Project] [Code]
ARF: Artistic Radiance Fields.
Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely.
ECCV 2022. [PDF] [Project] [Code]
NeuMan: Neural Human Radiance Field from a Single Video.
Wei Jiang, Kwang Moo Yi, Golnoosh Samei, Oncel Tuzel, Anurag Ranjan.
ECCV 2022. [PDF] [Code]
Neural Density-Distance Fields.
Itsuki Ueda, Yoshihiro Fukuhara,
Hirokatsu Kataoka, Hiroaki Aizawa, Hidehiko Shishido, Itaru Kitahara.
ECCV 2022. [PDF] [Project] [Code]
Neural Strands: Learning Hair Geometry and Appearance from Multi-View Images.
Radu Alexandru Rosu, Shunsuke Saito, Ziyan Wang, Chenglei Wu, Sven Behnke, Giljoo Nam.
ECCV 2022. [PDF] [Code]
Depth Field Networks for Generalizable Multi-view Scene Representation.
Vitor Guizilini, Igor Vasiljevic, Jiading Fang, Rares Ambrus, Greg Shakhnarovich, Matthew Walter, Adrien Gaidon.
ECCV 2022. [PDF] [Code]
ShAPO: Implicit Representations for Multi Object Shape Appearance and Pose Optimization.
Muhammad Zubair Irshad, Sergey Zakharov, Rares Ambrus, Thomas Kollar, Zsolt Kira, Adrien Gaidon
ECCV 2022. [Paper] [Project] [Video]
Neural Radiance Fields for Outdoor Scene Relighting.
Viktor Rudnev, Mohamed Elgharib, William Smith, Lingjie Liu, Vladislav Golyanik, Christian Theobalt.
ECCV 2022. [PDF] [Project] [Code]
Neural-Sim: Learning to Generate Training Data with NeRF.
Yunhao Ge, Harkirat Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet.
ECCV 2022. [PDF] [Code]
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo.
Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong.
ECCV 2022. [PDF] [Project]
Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis.
Shuai Shen, Wanhua Li, Zheng Zhu, Yueqi Duan, Jie Zhou, Jiwen Lu.
ECCV 2022. [PDF] [Project]
NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing.
Bangbang Yang, Chong Bao, Junyi Zeng, Hujun Bao, Yinda Zhang, Zhaopeng Cui, Guofeng Zhang.
ECCV 2022 (oral). [PDF] [Project]
HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields.
Kim Jun-Seong, Kim Yu-Ji, Moon Ye-Bin, Tae-Hyun Oh.
ECCV 2022. [PDF]
NeuRIS: Neural Reconstruction of Indoor Scenes Using Normal Priors.
Jiepeng Wang, Peng Wang, Xiaoxiao Long, Christian Theobalt, Taku Komura, Lingjie Liu, Wenping Wang.
ECCV 2022. [PDF] [Code]
NeRF for Outdoor Scene Relighting.
Viktor Rudnev, Mohamed Elgharib, William Smith, Lingjie Liu, Vladislav Golyanik, Christian Theobalt.
ECCV 2022. [PDF] [Project] [Code]
Deforming Radiance Fields with Cages.
Tianhan Xu, Tatsuya Harada.
ECCV 2022. [PDF] [Project]
AdaNeRF: Adaptive Sampling for Real-time Rendering of Neural Radiance Fields.
Andreas Kurz, Thomas Neff, Zhaoyang Lv, Michael Zollhöfer, Markus Steinberger.
ECCV 2022. [PDF] [Project]
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers.
Jonáš Kulhánek, Erik Derner, Torsten Sattler, Robert Babuška.
ECCV 2022. [PDF] [Code]
MoFaNeRF: Morphable Facial Neural Radiance Field.
Yiyu Zhuang, Hao Zhu, Xusen Sun, Xun Cao.
ECCV 2022. [PDF]
KeypointNeRF: Generalizing Image-Based Volumetric Avatars Using Relative Spatial Encoding of Keypoints.
Marko Mihajlovic, Aayush Bansal, Michael Zollhöfer, Siyu Tang, Shunsuke Saito.
ECCV 2022. [PDF]
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification.
Jianxiong Shen, Antonio Agudo, Francesc Moreno-Noguer, Adria Ruiz.
ECCV 2022. [PDF]
ActiveNeRF: Learning Where to See with Uncertainty Estimation.
Xuran Pan, Zihang Lai, Shiji Song, Gao Huang.
ECCV 2022. [PDF]
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse views.
Xiaoxiao Long, Cheng Lin, Peng Wang, Taku Komura, Wenping Wang.
ECCV 2022. [PDF] [Project] [Code]
Unified Implicit Neural Stylization.
Zhiwen Fan, Yifan Jiang, Peihao Wang, Xinyu Gong, Dejia Xu, Zhangyang Wang.
ECCV 2022. [PDF] [Project] [Code]
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image.
Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang.
ECCV 2022. [PDF] [Project] [Code]
BungeeNeRF: Progressive Neural Radiance Field for Extreme Multiscale Scene Rendering.
Yuanbo Xiangli, Linning Xu, Xingang Pan, Nanxuan Zhao, Anyi Rao, Christian Theobalt, Bo Dai, and Dahua Lin.
ECCV 2022. [PDF] [Project] [Code]
Learning Local Implicit Fourier Representation for Image Warping.
Jaewon Lee, Kwang Pyo Choi, Kyong Hwan Jin.
ECCV 2022. [PDF] [Project]
LaTeRF: Label and Text Driven Object Radiance Fields.
Ashkan Mirzaei, Yash Kant, Jonathan Kelly, Igor Gilitschenski.
ECCV 2022. [PDF]
AutoAvatar: Autoregressive Neural Fields for Dynamic Avatar Modeling.
Ziqian Bai, Timur Bagautdinov, Javier Romero, Michael Zollhöfer, Ping Tan, Shunsuke Saito.
ECCV 2022. [PDF] [Project] [Code]
RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering.
Di Chang, Aljaž Božič, Tong Zhang, Qingsong Yan, Yingcong Chen, Sabine Süsstrunk, Matthias Nießner.
ECCV 2022. [PDF] [Code]
TensoRF: Tensorial Radiance Fields.
Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, Hao Su.
ECCV 2022. [PDF] [Project] [Code]
BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering.
Yuanbo Xiangli, Linning Xu, Xingang Pan, Nanxuan Zhao, Anyi Rao, Christian Theobalt, Bo Dai, Dahua Lin.
ECCV 2022. [PDF] [Project]
Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering.
Mingfei Chen, Jianfeng Zhang, Xiangyu Xu, Lijuan Liu, Jiashi Feng, Shuicheng Yan.
ECCV 2022. [PDF] [Code]
TAVA: Template-free Animatable Volumetric Actors.
Ruilong Li, Julian Tanke, Minh Vo, Michael Zollhofer, Jurgen Gall, Angjoo Kanazawa, Christoph Lassner.
ECCV 2022. [PDF] [Project] [Code]
BlobGAN: Spatially Disentangled Scene Representations.
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros.
ECCV 2022. [PDF] [Project] [Code]
3D Equivariant Graph Implicit Functions.
Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves.
ECCV 2022. [PDF] [Project]
DoF-NeRF: Depth-of-Field Meets Neural Radiance Fields.
Zijin Wu, Xingyi Li, Juewen Peng, Hao Lu, Zhiguo Cao, Weicai Zhong.
ACM MM 2022. [PDF]
EyeNeRF: A Hybrid Representation for Photorealistic Synthesis, Animation and Relighting of Human Eyes.
Gengyan Li, Abhimitra Meka, Franziska Müller, Marcel C. Bühler, Otmar Hilliges.
TOG 2022. [PDF]
NeAT: Neural Adaptive Tomography.
Darius Rückert, Yuanhao Wang, Rui Li, Ramzi Idoughi, Wolfgang Heidrich.
TOG 2022. [PDF] [Data]
Implicit Neural Representation for Physics-driven Actuated Soft Bodies.
Lingchen Yang, Byungsoo Kim, Gaspard Zoss, Baran Gozcu, Markus Gross, Barbara Solenthaler.
SIGGRAPH 2022. [PDF]
SNeRF: Stylized Neural Implicit Representations for 3D Scenes.
Thu Nguyen-Phuoc, Feng Liu, Lei Xiao.
SIGGRAPH 2022. [PDF] [Project]
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation.
Amir Hertz, Or Perel, Raja Giryes, Olga Sorkine-Hornung, Daniel Cohen-Or.
SIGGRAPH 2022. [PDF] [Code]
NeROIC: Neural Object Capture and Rendering from Online Image Collections.
Zhengfei Kuang, Kyle Olszewski, Menglei Chai, Zeng Huang, Panos Achlioptas, Sergey Tulyakov.
SIGGRAPH 2022. [PDF] [Project] [Code]
Artemis: Articulated Neural Pets with Appearance and Motion Synthesis.
Haimin Luo, Teng Xu, Yuheng Jiang, Chenglin Zhou, Qiwei Qiu, Yingliang Zhang, Wei Yang, Lan Xu, Jingyi Yu.
SIGGRAPH 2022. [PDF] [Project] [Code]
Learning Smooth Neural Functions via Lipschitz Regularization.
Hsueh-Ti Derek Liu, Francis Williams, Alec Jacobson, Sanja Fidler, Or Litany.
SIGGRAPH 2022. [PDF] [Project] [Code]
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding.
Thomas Müller, Alex Evans, Christoph Schied, Alexander Keller.
ACM Transactions on Graphics (SIGGRAPH) 2022. [PDF] [Project][Code]
Ray Priors through Reprojection: Improving Neural Radiance Fields for Novel View Extrapolation.
Jian Zhang, Yuanqing Zhang, Huan Fu, Xiaowei Zhou, Bowen Cai, Jinchi Huang, Rongfei Jia, Binqiang Zhao, Xing Tang.
CVPR 2022. [PDF]
Neural 3D Video Synthesis from Multi-view Video.
Tianye Li, Mira Slavcheva, Michael Zollhoefer, Simon Green, Christoph Lassner, Changil Kim, Tanner Schmidt, Steven Lovegrove, Michael Goesele, Richard Newcombe, Zhaoyang Lv.
CVPR 2022. [PDF] [Project]
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution.
Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel, Zhangyang Wang, Humphrey Shi, Xiaolong Wang.
CVPR 2022. [PDF] [Project]
Motion-Adjustable Neural Implicit Video Representation.
Long Mai, Feng Liu.
CVPR 2022. [PDF] [Project]
Plenoxels: Radiance Fields without Neural Networks.
Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa.
CVPR 2022 (Oral). [PDF] [Project] [Code]
DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering.
Liwen Wu, Jae Yong Lee, Anand Bhattad, Yuxiong Wang, David A. Forsyth.
CVPR 2022. [PDF] [Project] [Code]
Surface-Aligned Neural Radiance Fields for Controllable 3D Human Synthesis.
Tianhan Xu, Yasuhiro Fujita, Eiichi Matsumoto.
CVPR 2022. [PDF]
Towards Implicit Text-Guided 3D Shape Generation.
Zhengzhe Liu, Yi Wang, Xiaojuan Qi, Chi-Wing Fu.
CVPR 2022. [PDF] [Code]
Revealing Occlusions with 4D Neural Fields.
Basile Van Hoorick, Purva Tendulka, Didac Suris, Dennis Park, Simon Stent, Carl Vondrick.
CVPR 2022 (Oral). [PDF]
GeoNeRF: Generalizing NeRF With Geometry Priors.
Mohammad Mahdi Johari, Yann Lepoittevin, François Fleuret.
CVPR 2022. [PDF]
GIFS: Neural Implicit Function for General Shape Representation.
Jianglong Ye, Yuntao Chen, Naiyan Wang, Xiaolong Wang.
CVPR 2022. [PDF] [Project]
HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs.
Fuqiang Zhao, Wei Yang, Jiakai Zhang, Pei Lin, Yingliang Zhang, Jingyi Yu, Lan Xu.
CVPR 2022. [PDF] [Project]
HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video.
Chung-Yi Weng, Brian Curless, Pratul Srinivasan,Jonathan T. Barron, Ira Kemelmacher-Shlizerman.
CVPR 2022. [PDF] [Project]
AutoRF: Learning 3D Object Radiance Fields from Single View Observations.
Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder.
CVPR 2022. [PDF] [Project]
Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction.
Christiane Sommer, Lu Sang, David Schubert, Daniel Cremers.
CVPR 2022. [PDF]
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Augmentations.
Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang.
CVPR 2022. [PDF]
RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo.
Junhua Xi, Yifei Shi, Yijie Wang, Yulan Guo, Kai Xu.
CVPR 2022. [PDF]
Exemplar-bsaed Pattern Synthesis with Implicit Periodic Field Network.
Haiwei Chen, Jiayi Liu, Weikai Chen, Shichen Liu, Yajie Zhao.
CVPR 2022. [PDF]
LISA: Learning Implicit Shape and Appearance of Hands.
Enric Corona, Tomas Hodan, Minh Vo, Francesc Moreno-Noguer, Chris Sweeney, Richard Newcombe, Lingni Ma.
CVPR 2022. [PDF]
Continuous Scene Representations for Embodied AI.
Samir Yitzhak Gadre, Kiana Ehsani, Shuran Song, Roozbeh Mottaghi.
CVPR 2022. [PDF]
Structured Local Radiance Fields for Human Avatar Modeling.
Zerong Zheng, Han Huang, Tao Yu, Hongwen Zhang, Yandong Guo, Yebin Liu.
CVPR 2022. [PDF]
NeuralFusion: Neural Volumetric Rendering under Human-object Interactions.
Yuheng Jiang, Suyi Jiang, Guoxing Sun, Zhuo Su, Kaiwen Guo, Minye Wu, Jingyi Yu, Lan Xu.
CVPR 2022. [PDF] [Project]
NeuralFusion: Neural Volumetric Rendering under Human-object Interactions.
Yuheng Jiang, Suyi Jiang, Guoxing Sun, Zhuo Su, Kaiwen Guo, Minye Wu, Jingyi Yu, Lan Xu.
CVPR 2022. [PDF] [Project]
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations.
Mingwu Zheng, Hongyu Yang, Di Huang, Liming Chen.
CVPR 2022. [PDF]
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation.
Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas J. Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas Funkhouser.
CVPR 2022. [PDF]
NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction.
Xiaoshuai Zhang, Sai Bi, Kalyan Sunkavalli, Hao Su, Zexiang Xu.
CVPR 2022. [PDF] [Project]
BANMo: Building Animatable 3D Neural Models from Many Casual Videos.
Gengshan Yang, Minh Vo, Natalia Neverova, Deva Ramanan, Andrea Vedaldi, Hanbyul Joo.
CVPR 2022. [PDF] [Project] [Code]
Dense Depth Priors for Neural Radiance Fields from Sparse Input Views.
Barbara Roessle, Jonathan T. Barron, Ben Mildenhall, Pratul P. Srinivasan, Matthias Nießner.
CVPR 2022. [PDF] [Project]
Point-NeRF: Point-based Neural Radiance Fields.
Qiangeng Xu, Zexiang Xu, Julien Philip, Sai Bi, Zhixin Shu, Kalyan Sunkavalli, Ulrich Neumann.
CVPR 2022. [PDF]
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow.
Shanlin Sun, Kun Han, Deying Kong, Hao Tang, Xiangyi Yan, Xiaohui Xie.
CVPR 2022. [PDF] [Code]
LISA: Learning Implicit Shape and Appearance of Hands.
Enric Corona, Tomas Hodan, Minh Vo, Francesc Moreno-Noguer, Chris Sweeney, Richard Newcombe, and Lingni Ma.
CVPR 2022. [PDF] [Project]
Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time.
Liao Wang, Jiakai Zhang, Xinhang Liu, Fuqiang Zhao, Yanshun Zhang, Yingliang Zhang, Minye Wu, Lan Xu, Jingyi Yu.
CVPR 2022 (Oral). [PDF] [Project]
HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs.
Fuqiang Zhao, Wei Yang, Jiakai Zhang, Pei Lin, Yingliang Zhang, Jingyi Yu, Lan Xu.
CVPR 2022. [PDF]
Block-NeRF: Scalable Large Scene Neural View Synthesis.
Matthew Tancik, Vincent Casser, Xinchen Yan, Sabeek Pradhan, Ben Mildenhall, Pratul P. Srinivasan, Jonathan T. Barron, Henrik Kretzschmar.
CVPR 2022. [PDF] [Project]
FENeRF: Face Editing in Neural Radiance Fields.
Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang, Yebin Liu, Jue Wang.
CVPR 2022. [PDF]
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs.
Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall, Mehdi S. M. Sajjadi, Andreas Geiger, Noha Radwan.
CVPR 2022. [PDF] [Project]
DeepCurrents: Learning Implicit Representations of Shapes With Boundaries.
David Palmer, Dmitriy Smirnov, Stephanie Wang, Albert Chern, Justin Solomon.
CVPR 2022. [PDF]
Urban Radiance Fields.
Konstantinos Rematas, Andrew Liu, Pratul P. Srinivasan, Jonathan T. Barron, Andrea Tagliasacchi, Thomas Funkhouser, Vittorio Ferrari.
CVPR 2022. [PDF] [Project]
NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images.
Ben Mildenhall, Peter Hedman, Ricardo Martin-Brualla, Pratul Srinivasan, Jonathan T. Barron.
CVPR 2022. [PDF] [Project]
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields.
Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, Peter Hedman.
CVPR 2022. [PDF]
Depth-supervised NeRF: Fewer Views and Faster Training for Free.
Kangle Deng, Andrew Liu, Jun-Yan Zhu, Deva Ramanan.
CVPR 2022. [PDF] [Project] [Code]
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields.
Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao.
CVPR 2022. [PDF] [Project] [Code]
Pix2NeRF: Unsupervised Conditional π-GAN for Single Image to Neural Radiance Fields Translation.
Shengqu Cai, Anton Obukhov, Dengxin Dai, Luc Van Gool.
CVPR 2022. [PDF]
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Rendering.
Ruizhi Shao, Hongwen Zhang, He Zhang, Yanpei Cao, Tao Yu, Yebin Liu.
CVPR 2022. [PDF] [Project]
3D-aware Image Synthesis via Learning Structural and Textural Representations.
Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou.
CVPR 2022. [PDF] [Project] [Code]
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation.
Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong.
CVPR 2022. [PDF] [Project] [Code]
EfficientNeRF: Efficient Neural Radiance Fields.
Tao Hu, Shu Liu, Yilun Chen, Tiancheng Shen, Jiaya Jia.
CVPR 2022. [PDF]
Improving Neural Implicit Surfaces Geometry with Patch Warping.
François Darmon, Bénédicte Bascle, Jean-Clément Devaux, Pascal Monasse, Mathieu Aubry.
CVPR 2022. [PDF] [Project] [Code]
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering.
Mijeong Kim, Seonguk Seo, Bohyung Han.
CVPR 2022. [PDF] [Project] [Code]
UNIST: Unpaired Neural Implicit Shape Translation Network.
Qimin Chen, Johannes Merz, Aditya Sanghi, Hooman Shayani, Ali Mahdavi-Amiri, Hao Zhang.
CVPR 2022. [PDF] [Project]
CoNeRF: Controllable Neural Radiance Fields.
Kacper Kania, Kwang Moo Yi, Marek Kowalski, Tomasz Trzciński, Andrea Taliasacchi.
CVPR 2022. [PDF] [Project]
Exemplar-Based Pattern Synthesis With Implicit Periodic Field Network.
Haiwei Chen, Jiayi Liu, Weikai Chen, Shichen Liu, Yajie Zhao.
CVPR 2022. [PDF]
Hallucinated Neural Radiance Fields in the Wild.
Xingyu Chen, Qi Zhang, Xiaoyu Li, Yue Chen, Feng Ying, Xuan Wang, Jue Wang.
CVPR 2022. [PDF] [Project] [Code]
Neural Point Light Fields.
Julian Ost, Issam Laradji, Alejandro Newell, Yuval Bahat, Felix Heide.
CVPR 2022. [PDF]
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields.
Dor Verbin, Peter Hedman, Ben Mildenhall, Todd Zickler, Jonathan T. Barron, Pratul P. Srinivasan.
CVPR 2022. [PDF] [Project]
Deblur-NeRF: Neural Radiance Fields from Blurry Images.
Li Ma, Xiaoyu Li, Jing Liao, Qi Zhang, Xuan Wang, Jue Wang, Pedro V. Sander.
CVPR 2022. [PDF]
Light Field Neural Rendering.
Mohammed Suhail, Carlos Esteves, Leonid Sigal, Ameesh Makadia.
CVPR 2022. [PDF]
Domain Adaptation on Point Clouds via Geometry-Aware Implicits.
Yuefan Shen, Yanchao Yang, Mi Yan, He Wang, Youyi Zheng, Leonidas J. Guibas.
CVPR 2022. [PDF]
NeRFReN: Neural Radiance Fields with Reflections.
Yuan-Chen Guo, Di Kang, Linchao Bao, Yu He, Song-Hai Zhang.
CVPR 2022. [PDF] [[Project](https://bennyguo.github.io/nerfren/]
LOLNeRF: Learn from One Look.
Daniel Rebain, Mark Matthews, Kwang Moo Yi, Dmitry Lagun, Andrea Tagliasacchi.
CVPR 2022. [PDF] [Project]
Zero-Shot Text-Guided Object Generation with Dream Fields.
Ajay Jain, Ben Mildenhall, Jonathan T. Barron, Pieter Abbeel, Ben Poole.
CVPR 2022. [PDF] [Project]
Mega-NERF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs.
Haithem Turki, Deva Ramanan, Mahadev Satyanarayanan.
CVPR 2022. [PDF]
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation.
Shengqu Cai, Anton Obukhov, Dengxin Dai, Luc Van Gool.
CVPR 2022. [PDF]
StylizedNeRF: Consistent 3D Scene Stylization As Stylized NeRF via 2D-3D Mutual Learning.
Yi-Hua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao.
CVPR 2022. [PDF]
Learning Neural Light Fields with Ray-Space Embedding Networks.
Benjamin Attal, Jia-Bin Huang, Michael Zollhoefer, Johannes Kopf, Changil Kim.
CVPR 2022. [PDF] [Project]
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations.
Mehdi S. M. Sajjadi, Henning Meyer, Etienne Pot, Urs Bergmann, Klaus Greff, Noha Radwan, Suhani Vora, Mario Lucic, Daniel Duckworth, Alexey Dosovitskiy, Jakob Uszkoreit, Thomas Funkhouser, Andrea Tagliasacchi.
CVPR 2022. [PDF]
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation.
Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas Funkhouser.
CVPR 2022. [PDF] [Project]
NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields.
Lin Yen-Chen, Pete Florence, Jonathan T. Barron, Tsung-Yi Lin, Alberto Rodriguez, Phillip Isola.
ICRA 2022. [PDF] [Project] [Code]
CLA-NeRF: Category-Level Articulated Neural Radiance Field.
Wei-Cheng Tseng, Hung-Ju Liao, Yen-Chen Lin, Min Sun.
ICRA 2022. [PDF]
Differentiable Gradient Sampling for Learning Implicit 3D Scene Reconstructions from a Single Image.
Shizhan Zhu, Sayna Ebrahimi, Angjoo Kanazawa, Trevor Darrell.
ICLR 2022. [PDF]
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis.
Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt.
ICLR 2022. [PDF] [Project]
Unsupervised Discovery of Object Radiance Fields.
Hong-Xing Yu, Leonidas J. Guibas, Jiajun Wu.
ICLR 2022. [PDF] [Code] [Project]
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture.
Ruofan Liang, Hongyi Sun, Nandita Vijaykumar.
ICLR 2022. [PDF]
Geometry-Consistent Neural Shape Representation with Implicit Displacement Fields.
Wang Yifan, Lukas Rahmann, Olga Sorkine-Hornung.
ICLR 2022. [PDF] [Project] [Code]
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation.
Anthony Simeonov, Yilun Du, Andrea Tagliasacchi, Joshua B. Tenenbaum, Alberto Rodriguez, Pulkit Agrawal, Vincent Sitzmann.
ICRA 2022. [PDF] [Project] [Code]
NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields.
Shanyan Guan, Huayu Deng, Yunbo Wang, Xiaokang Yang.
ICML 2022. [PDF]
FiG-NeRF: Figure Ground Neural Radiance Fields for 3D Object Category Modelling.
Christopher Xie, Keunhong Park, Ricardo Martin-Brualla, Matthew Brown.
3DV 2021. [PDF] [Project]
ImpliCity: City Modeling from Satellite Images with Deep Implicit Occupancy Fields.
Corinne Stucker, Bingxin Ke, Yuanwen Yue, Shengyu Huang, Iro Armeni, Konrad Schindler.
ISPRS Congress 2022. [PDF]
Mip-NeRF RGB-D: Depth Assisted Fast Neural Radiance Fields.
Arnab Dey, Yassine Ahmine, Andrew I. Comport.
WSCG 2022. [PDF]
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation.
Xin-Yang Zheng, Yang Liu, Peng-Shuai Wang, Xin Tong.
Computer Graphics Forum 2022. [PDF]
Streaming Radiance Fields for 3D Video Synthesis.
Lingzhi Li, Zhen Shen, Zhongshu Wang, Li Shen, Ping Tan.
NeurIPS 2022. [PDF]
3D-Aware Video Generation.
Sherwin Bahmani, Jeong Joon Park, Despoina Paschalidou, Hao Tang, Gordon Wetzstein, Leonidas Guibas, Luc Van Gool, Radu Timofte.
TMLR 2023. [PDF] [Project] [Code]
EventNeRF: Neural Radiance Fields from a Single Colour Event Camera.
Viktor Rudnev, Mohamed Elgharib, Christian Theobalt, Vladislav Golyanik.
CVPR 2023. [PDF] [Code]
VMRF: View Matching Neural Radiance Fields.
Jiahui Zhang, Fangneng Zhan, Rongliang Wu, Yingchen Yu, Wenqing Zhang, Bai Song, Xiaoqin Zhang, Shijian Lu.
ACM MM 2022. [PDF]
Generative Neural Articulated Radiance Fields.
Alexander W. Bergman, Petr Kellnhofer, Yifan Wang, Eric R. Chan, David B. Lindell, Gordon Wetzstein.
NeurIPS 2022. [PDF]
NeMF: Neural Motion Fields for Kinematic Animation.
Chengan He, Jun Saito, James Zachary, Holly Rushmeier, Yi Zhou.
NeurIPS 2022. [PDF] [Project]
Decomposing NeRF for Editing via Feature Field Distillation.
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann.
NeurIPS 2022. [PDF] [Project]
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes.
Jia-Wei Liu, Yan-Pei Cao, Weijia Mao, Wenqiao Zhang, David Junhao Zhang, Jussi Keppo, Ying Shan, Xiaohu Qie, Mike Zheng Shou.
NeurIPS 2022. [PDF] [Project]
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids.
Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger.
NeurIPS 2022. [PDF] [Project]
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction.
Zehao Yu, Songyou Peng, Michael Niemeyer, Torsten Sattler, Andreas Geiger.
NeurIPS 2022. [PDF] [Project]
PeRFception: Perception using Radiance Fields.
Yoonwoo Jeong, Seungjoo Shin, Junha Lee, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park.
NeurIPS 2022. [PDF] [Project] [Code]
GAUDI: A Neural Architect for Immersive 3D Scene Generation.
Miguel Angel Bautista, Pengsheng Guo, Samira Abnar, Walter Talbott, Alexander Toshev, Zhuoyuan Chen, Laurent Dinh, Shuangfei Zhai, Hanlin Goh, Daniel Ulbricht, Afshin Dehghan, Josh Susskind.
NeurIPS 2022. [PDF] [Code]
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing.
Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, Jing Liao.
SIGGRAPH Asia 2022. [PDF]
360Roam: Real-Time Indoor Roaming Using Geometry-Aware 360∘ Radiance Fields.
Huajian Huang, Yingshu Chen, Tianjian Zhang, Sai-Kit Yeung.
SIGGRAPH Asia 2022 Technical Communications. [PDF]
NeRF-Casting: Improved View-Dependent Appearance with Consistent Reflections.
Dor Verbin, Pratul P. Srinivasan, Peter Hedman, Ben Mildenhall, Benjamin Attal, Richard Szeliski, Jonathan T. Barron.
arxiv 2024. [PDF] [Project]
Real-time Volumetric Rendering of Dynamic Humans.
Ignacio Rocco, Iurii Makarov, Filippos Kokkinos, David Novotny, Benjamin Graham, Natalia Neverova, Andrea Vedaldi.
arXiv 2023. [PDF] [Project]
SMERF: Streamable Memory Efficient Radiance Fields for Real-Time Large-Scene Exploration.
Daniel Duckworth, Peter Hedman, Christian Reiser, Peter Zhizhin, Jean-François Thibert, Mario Lučić, Richard Szeliski, Jonathan T. Barron.
arXiv 2023. [PDF] [Project]
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS.
Sharath Girish, Kamal Gupta, Abhinav Shrivastava.
arXiv 2023. [PDF] [Project] [Code]
Obj-NeRF: Extract Object NeRFs from Multi-view Images.
Zhiyi Li, Lihe Ding, Tianfan Xue.
arXiv 2023. [PDF]
FlowCam: Training Generalizable 3D Radiance Fields Without Camera Poses Via Pixel-Aligned Scene Flow.
Cameron Smith, Yilun Du, Ayush Tewari, Vincent Sitzmann.
arXiv 2023. [PDF] [Project] [Code]
Shap-E: Generating Conditional 3D Implicit Functions.
Heewoo Jun, Alex Nichol.
arXiv 2023. [PDF] [Code]
Learning a Diffusion Prior for NeRFs.
Guandao Yang, Abhijit Kundu, Leonidas J. Guibas, Jonathan T. Barron, Ben Poole.
arXiv 2023. [PDF]
NerfAcc: A General NeRF Acceleration Toolbox.
Ruilong Li, Matthew Tancik, Angjoo Kanazawa.
arxiv 2022. [PDF] [Project]
NeRF--: Neural Radiance Fields Without Known Camera Parameters.
Zirui Wang, Shangzhe Wu, Weidi Xie, Min Chen, Victor Adrian Prisacariu.
arxiv 2021. [PDF] [Project] [Code]
OSF: Object-Centric Neural Scene Rendering.
Michelle Guo, Alireza Fathi, Jiajun Wu, Thomas Funkhouser.
arxiv 2020. [PDF] [Project]
Portrait Neural Radiance Fields from a Single Image.
Chen Gao, Yichang Shih, Wei-Sheng Lai, Chia-Kai Liang, Jia-Bin Huang.
arxiv 2020. [PDF] [Project]
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose.
Shih-Yang Su, Frank Yu, Michael Zollhoefer, Helge Rhodin.
NeurIPS 2021. [PDF] [Project]
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion .
Hongyi Xu, Thiemo Alldieck, Cristian Sminchisescu.
NeurIPS 2021. [PDF]
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis.
Xingang Pan, Xudong Xu, Chen Change Loy, Christian Theobalt, Bo Dai.
NeurIPS 2021. [PDF]
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering.
Youngjoong Kwon, Dahun Kim, Duygu Ceylan, Henry Fuchs.
NeurIPS 2021. [PDF] [Project] [Code]
Volume Rendering of Neural Implicit Surfaces.
Lior Yariv, Jiatao Gu, Yoni Kasten, Yaron Lipman.
NeurIPS 2021 (Oral). [PDF] [Project] [Code]
OctField: Hierarchical Implicit Functions for 3D Modeling.
Jia-Heng Tang, Weikai Chen, Jie Yang, Bo Wang, Songrun Liu, Bo Yang, Lin Gao.
NeurIPS 2021. [PDF]
Neural Relightable Participating Media Rendering.
Quan Zheng, Gurprit Singh, Hans-Peter Seidel.
NeurIPS 2021. [PDF]
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction.
Peng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt, Taku Komura, Wenping Wang.
NeurIPS 2021. [PDF] [Code]
NeRV: Neural Representations for Videos.
Hao Chen, Bo He, Hanyu Wang, Yixuan Ren, Ser-Nam Lim, Abhinav Shrivastava.
NeurIPS 2021. [PDF] [Code]
NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild.
Jason Y. Zhang, Gengshan Yang, Shubham Tulsiani, Deva Ramanan.
NeurIPS 2021. [PDF] [Project] [Code] [Data]
TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis.
Benjamin Attal, Eliot Laidlaw, Aaron Gokaslan, Changil Kim, Christian Richardt, James Tompkin, Matthew O'Toole.
NeurIPS 2021. [PDF] [Code]
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition.
Rishabh Kabra, Daniel Zoran, Goker Erdogan, Loic Matthey, Antonia Creswell, Matthew Botvinick, Alexander Lerc.
NeurIPS 2021. [PDF]
Light Field Networks (LFNS): Neural Scene Representations with Single-Evaluation Rendering.
Vincent Sitzmann, Semon Rezchikov, William T. Freeman, Joshua B. Tenenbaum, Fredo Durand.
NeurIPS 2021. [PDF] [Project]
NeRF-VAE: A Geometry Aware 3D Scene Generative Model.
Adam R. Kosiorek, Heiko Strathmann, Daniel Zoran, Pol Moreno, Rosalia Schneider, Soňa Mokrá, Danilo J. Rezende.
ICML 2021. [PDF]
Non-line-of-Sight Imaging via Neural Transient Fields.
Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu.
TPAMI 2021. [PDF]
NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination.
Xiuming Zhang, Pratul P. Srinivasan, Boyang Deng, Paul Debevec, William T. Freeman, Jonathan T. Barron.
SIGGRAPH Asia (TOG) 2021. [PDF] [Project] [Code]
Mixture of Volumetric Primitives for Efficient Neural Rendering.
Stephen Lombardi, Tomas Simon, Gabriel Schwartz, Michael Zollhoefer, Yaser Sheikh, Jason Saragih.
TOG 2021. [PDF]
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields.
Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, Steven M. Seitz.
TOG 2021. [PDF] [Project]
DONeRF: Towards Real-Time Rendering of Neural Radiance Fields using Depth Oracle Networks.
Thomas Neff, Pascal Stadlbauer, Mathias Parger, Andreas Kurz, Chakravarty R. Alla Chaitanya, Anton Kaplanyan, Markus Steinberger.
Computer Graphics Forum (EGSR) 2021. [PDF] [Project]
iNeRF: Inverting Neural Radiance Fields for Pose Estimation.
Lin Yen-Chen, Pete Florence, Jonathan T. Barron, Alberto Rodriguez, Phillip Isola, Tsung-Yi Lin.
IROS 2021. [PDF] [Project] [Code]
JIIF: Joint Implicit Image Function for Guided Depth Super-Resolution.
Jiaxiang Tang, Xiaokang Chen, Gang Zeng.
ACM MM 2021. [PDF] [Code]
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields.
Peng-Shuai Wang, Yang Liu, Yu-Qi Yang, and Xin Tong.
IJCAI 2021. [PDF]
ConvNeRF: Convolutional Neural Opacity Radiance Fields.
Haimin Luo, Anpei Chen, Qixuan Zhang, Bai Pang, Minye Wu, Lan Xu, Jingyi Yu.
ICCP 2021. [PDF]
Convolutional Neural Opacity Radiance Fields.
Haimin Luo, Anpei Chen, Qixuan Zhang, Bai Pang, Minye Wu, Lan Xu, Jingyi Yu.
ICCP 2021. [PDF]
GRF: Learning a General Radiance Field for 3D Representation and Rendering.
Alex Trevithick, Bo Yang.
ICCV 2021. [PDF]
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories.
Wonbong Jang, Lourdes Agapito.
ICCV 2021. [PDF] [Project] [Code]
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering.
Bangbang Yang, Yinda Zhang, Yinghao Xu, Yijin Li, Han Zhou, Hujun Bao, Guofeng Zhang, Zhaopeng Cui](https://zhpcui.github.io/).
ICCV 2021. [PDF] [Project] [Code]
Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video.
Edgar Tretschk, Ayush Tewari, Vladislav Golyanik, Michael Zollhöfer, Christoph Lassner, Christian Theobalt.
ICCV 2021. [PDF] [Project] [Code]
Learning Compositional Radiance Fields of Dynamic Human Heads.
Ziyan Wang, Timur Bagautdinov, Stephen Lombardi, Tomas Simon, Jason Saragih, Jessica Hodgins, Michael Zollhöfer.
CVPR 2021. [PDF]
FastNeRF: High-Fidelity Neural Rendering at 200FPS.
Stephan J. Garbin, Marek Kowalski, Matthew Johnson, Jamie Shotton, Julien Valentin.
ICCV 2021. [PDF]
Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies.
Sida Peng, Junting Dong, Qianqian Wang, Shangzhan Zhang, Qing Shuai, Xiaowei Zhou, Hujun Bao.
ICCV 2021. [PDF]
AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis.
Yudong Guo, Keyu Chen, Sen Liang, Yongjin Liu, Hujun Bao, Juyong Zhang.
ICCV 2021. [PDF] [Project] [Video]
In-Place Scene Labelling and Understanding With Implicit Scene Representation.
Shuaifeng Zhi, Tristan Laidlow, Stefan Leutenegger, Andrew J. Davison.
ICCV 2021. [PDF] [Code]
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis.
Jiaxin Li, Zijian Feng, Qi She, Henghui Ding, Changhu Wang, Gim Hee Lee.
ICCV 2021. [PDF] [Code]
NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo.
Yi Wei, Shaohui Liu, Yongming Rao, Wang Zhao, Jiwen Lu, Jie Zhou.
ICCV 2021. [PDF] [Project]
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations.
Zike Yan, Yuxin Tian, Xuesong Shi, Ping Guo, Peng Wang, Hongbin Zha.
ICCV 2021. [PDF]
NeRD: Neural Reflectance Decomposition from Image Collections.
Mark Boss, Raphael Braun, Varun Jampani, Jonathan T. Barron, Ce Liu, Hendrik P. A. Lensch.
ICCV 2021. [PDF] [Project] [Code]
Self-Calibrating Neural Radiance Fields.
Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park.
ICCV 2021. [PDF]
BARF: Bundle-Adjusting Neural Radiance Fields.
Chen-Hsuan Lin, Wei-Chiu Ma, Antonio Torralba, Simon Lucey.
ICCV 2021. [PDF] [Code]
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo.
Anpei Chen, Zexiang Xu, Fuqiang Zhao, Xiaoshuai Zhang, Fanbo Xiang, Jingyi Yu, Hao Su.
ICCV 2021. [PDF] [Project] [Code]
GNeRF: GAN-based Neural Radiance Field without Posed Camera.
Quan Meng, Anpei Chen, Haimin Luo, Minye Wu, Hao Su, Lan Xu, Xuming He, Jingyi Yu.
ICCV 2021 (Oral). [PDF] [Code]
Semantic-NeRF: In-Place Scene Labelling and Understanding with Implicit Scene Representation.
Shuaifeng Zhi, Tristan Laidlow, Stefan Leutenegger, Andrew J. Davison.
ICCV 2021. [PDF] [Project]
GRF: Learning a General Radiance Field for 3D Scene Representation and Rendering.
Alex Trevithick, Bo Yang.
ICCV 2021. [PDF] [Code]
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields.
Jonathan T. Barron, Ben Mildenhall, Matthew Tancik, Peter Hedman, Ricardo Martin-Brualla, Pratul P. Srinivasan.
ICCV 2021. [PDF] [Project]
PlenOctrees for Real-time Rendering of Neural Radiance Fields.
Alex Yu, Ruilong Li, Matthew Tancik, Hao Li, Ren Ng, Angjoo Kanazawa.
ICCV 2021. [PDF] [Project] [Code]
Nerfies: Deformable Neural Radiance Fields.
Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, Ricardo-Martin Brualla.
ICCV 2021. [PDF] [Project] [Code]
Unconstrained Scene Generation with Locally Conditioned Radiance Fields.
Terrance DeVries, Miguel Angel Bautista, Nitish Srivastava, Graham W. Taylor, Joshua M. Susskind.
ICCV 2021. [PDF]
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis.
Ajay Jain, Matthew Tancik, Pieter Abbeel.
ICCV 2021. [PDF] [Project]
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs.
Christian Reiser, Songyou Peng, Yiyi Liao, Andreas Geiger.
ICCV 2021. [PDF] [Code]
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes.
Xu Chen, Yufeng Zheng, Michael J. Black, Otmar Hilliges, Andreas Geiger.
ICCV 2021. [PDF]
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction.
Michael Oechsle, Songyou Peng, Andreas Geiger.
ICCV 2021. [PDF]
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes.
Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler.
CVPR 2021. [PDF] [Project] [Code]
Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations.
Wang Yifan, Shihao Wu, Cengiz Oztireli, Olga Sorkine-Hornung.
CVPR 2021. [PDF] [Project] [Code]
STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering.
Wentao Yuan, Zhaoyang Lv, Tanner Schmidt, Steven Lovegrove.
CVPR 2021. [PDF] [Project]
DeepSurfels: Learning Online Appearance Fusion.
Marko Mihajlovic, Silvan Weder, Marc Pollefeys, Martin R. Oswald.
CVPR 2021. [PDF] [Porject]
Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis.
Yaxuan Zhu, Ruiqi Gao, Siyuan Huang, Song-Chun Zhu, Ying Nian Wu.
CVPR 2021. [PDF]
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence.
Yu Deng, Jiaolong Yang, Xin Tong.
CVPR 2021. [PDF]
HeadNeRF: A Real-time NeRF-based Parametric Head Model.
Yang Hong, Peng Bo, Haiyao Xiao, Ligang Liu, Juyong Zhang.
CVPR 2021. [PDF] [Project]
HDR-NeRF: High Dynamic Range Neural Radiance Fields.
Xin Huang, Qi Zhang, Feng Ying, Hongdong Li, Xuan Wang, Qing Wang.
CVPR 2021. [PDF] [[Project](https://shsf0817.github.io/hdr-nerf/]
Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry.
Dawa Derksen, Dario Izzo.
CVPR 2021. [PDF]
Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry.
Dawa Derksen, Dario Izzo.
CVPR 2021. [PDF]
Learned Initializations for Optimizing Coordinate-Based Neural Representations.
Matthew Tancik, [Ben Mildenhall, Terrance Wang, Divi Schmidt, Pratul P. Srinivasan, Jonathan T. Barron, Ren Ng.
CVPR 2021 [PDF] [Project]
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction.
Guy Gafni, Justus Thies, Michael Zollhöfer, Matthias Nießner.
CVPR 2021. [PDF] [Project] [Video]
Learned Initializations for Optimizing Coordinate-Based Neural Representations.
Matthew Tancik, Ben Mildenhall, Terrance Wang, Divi Schmidt](https://www.matthewtancik.com/learnit#), Pratul P. Srinivasan, Jonathan T. Barron, Ren Ng.
CVPR 2021. [Code] [Project] [Phototourism Data]
Neural Scene Graphs for Dynamic Scenes.
Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide.
CVPR 2021 (Oral). [PDF] [Project]
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis.
Pratul P. Srinivasan, Boyang Deng, Xiuming Zhang, Matthew Tancik, Ben Mildenhall, Jonathan T. Barron.
CVPR 2021. [PDF] [Project]
pixelNeRF: Neural Radiance Fields from One or Few Images.
Alex Yu, Vickie Ye, Matthew Tancik, Angjoo Kanazawa.
CVPR 2021. [PDF] [Project]
AutoInt: Automatic Integration for Fast Neural Volume Rendering.
David B. Lindell, Julien N. P. Martel, Gordon Wetzstein.
CVPR 2021 (oral). [PDF] [Project]
DeRF: Decomposed Radiance Fields.
Daniel Rebain, Wei Jiang, Soroosh Yazdani, Ke Li, Kwang Moo Yi, Andrea Tagliasacchi.
CVPR 2021. [PDF] [Project]
D-NeRF: Neural Radiance Fields for Dynamic Scenes.
Albert Pumarola, Enric Corona, Gerard Pons-Moll, Francesc Moreno-Noguer.
CVPR 2021. [PDF] [Project] [Code] [Data]
Space-time Neural Irradiance Fields for Free-Viewpoint Video.
Wenqi Xian, Jia-Bin Huang, Johannes Kopf, Changil Kim.
CVPR 2021. [PDF] [Project]
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields.
Michael Niemeyer, Andreas Geiger.
CVPR 2021 (Best Paper). [PDF] [Project] [Code]
O-CNN: Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination.
Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu, Xin Tong.
AAAI 2021. [PDF] [Code]
ShaRf: Shape-conditioned Radiance Fields from a Single View.
Konstantinos Rematas, Ricardo Martin-Brualla, Vittorio Ferrari.
ICML 2021. [PDF] [Project]
PolyGen: An Autoregressive Generative Model of 3D Meshes.
Charlie Nash, Yaroslav Ganin, S. M. Ali Eslami, Peter W. Battaglia.
ICML 2020. [PDF] [Code]
Learning Implicit Surface Light Fields.
Michael Oechsle, Michael Niemeyer, Lars Mescheder, Thilo Strauss, Andreas Geiger.
3DV 2020. [PDF] [Code]
NSVF: Neural Sparse Voxel Fields.
Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt.
NeurIPS 2020. [PDF] [Project] [Code]
BlockGAN: Learning 3D Object-Aware Scene Representations from Unlabelled Images.
Thu Nguyen-Phuoc, Christian Richardt, Long Mai, Yong-Liang Yang, Niloy Mitra.
NeurIPS 2020. [PDF] [Project] [Code]
Neural Unsigned Distance Fields for Implicit Function Learning.
Julian Chibane, Aymen Mir, Gerard Pons-Moll.
NeurIPS 2020. [PDF] [Code]
SIREN: Implicit Neural Representations with Periodic Activation Functions.
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein.
NeurIPS 2020 (Oral). [PDF] [Project] [Code] [Data]
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis.
Katja Schwarz, Yiyi Liao, Michael Niemeyer, Andreas Geiger.
NeurIPS 2020. [PDF] [Project] [Code]
Learning 3D Part Assembly from a Single Image.
Yichen Li, Kaichun Mo, Lin Shao, Minhyuk Sung, Leonidas Guibas.
ECCV 2020. [PDF] [Code]
CoReNet: Coherent 3D Scene Reconstruction From a Single RGB Image.
Stefan Popov, Pablo Bauszat, Vittorio Ferrari.
ECCV 2020. [PDF] [Code]
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild.
Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit.
ECCV 2020. [PDF]
Curriculum DeepSDF.
Yueqi Duan, Haidong Zhu, He Wang, Li Yi, Ram Nevatia, Leonidas J. Guibas.
ECCV 2020. [PDF] [Code]
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations.
Edgar Tretschk, Ayush Tewari, Vladislav Golyanik, Michael Zollhöfer, Carsten Stoll, Christian Theobalt.
ECCV 2020. [PDF] [Code] [Project]
LIMP: Learning Latent Shape Representations with Metric Preservation Priors.
Luca Cosmo, Antonio Norelli, Oshri Halimi, Ron Kimmel, Emanuele Rodolà.
ECCV 2020. [PDF]
Convolutional Occupancy Networks.
Songyou Peng, Michael Niemeyer, Lars Mescheder, Marc Pollefeys, Andreas Geiger.
ECCV 2020. [PDF] [Project] [Code]
Equivariant Neural Rendering.
Emilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, Qi Shan.
ICML 2020. [PDF] [Code]
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation.
Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vazquez, Derek Nowrouzezahrai, Aaron Courville.
IJCV 2020. [PDF]
Local Deep Implicit Functions for 3D Shape.
Kyle Genova, Forrester Cole, Avneesh Sud, Aaron Sarna, Thomas Funkhouser.
CVPR 2020. [PDF]
Differentiable Volumetric Rendering (DVR): Learning Implicit 3D Representations without 3D Supervision.
Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geiger.
CVPR 2020. [PDF] [Code]
Single-View View Synthesis with Multiplane Images.
Richard Tucker and Noah Snavely.
CVPR 2020. [PDF] [Project]
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization.
Shunsuke Saito, Tomas Simon, Jason Saragih, Hanbyul Joo.
CVPR 2020. [PDF] [Project] [Code]
DualSDF: Semantic Shape Manipulation using a Two-Level Representation.
Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie.
CVPR 2020. [PDF]
Learning a Neural 3D Texture Space from 2D Exemplars.
Philipp Henzler, Niloy J. Mitra, Tobias Ritschel.
CVPR 2020. [PDF] [Project]
Neural Contours: Learning to Draw Lines from 3D Shapes.
Difan Liu, Mohamed Nabail, Aaron Hertzmann, Evangelos Kalogerakis.
CVPR 2020. [PDF] [Code]
Learning View Priors for Single-view 3D Reconstruction.
Hiroharu Kato, Tatsuya Harada.
CVPR 2019. [PDF] [Project] [Code]
IM-Net: Learning Implicit Fields for Generative Shape Modeling.
Zhiqin Chen, Hao Zhang.
CVPR 2019. [PDF] [Project] [Code]
C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion.
David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova, Andrea Vedaldi.
ICCV 2019. [PDF] [Code] [Project]
CSM: Canonical Surface Mapping via Geometric Cycle Consistency.
Nilesh Kulkarni, Abhinav Gupta, Shubham Tulsiani.
ICCV 2019. [PDF] [Code] [Project]
NASA: Neural Articulated Shape Approximation.
Boyang Deng, JP Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey Hinton, Mohammad Norouzi, Andrea Tagliasacchi.
ECCV 2020. [PDF] [Project] [Code]
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis.
Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik, Jonathan T. Barron, Ravi Ramamoorthi, Ren Ng.
ECCV 2020. [PDF] [Project] [Gtihub-Tensorflow] [krrish94-PyTorch] [yenchenlin-PyTorch]
VCN: Volumetric Correspondence Networks for Optical Flow.
Gengshan Yang, Deva Ramanan.
NeurIPS 2019. [PDF] [Code] [Project]
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations.
Vincent Sitzmann, Michael Zollhöfer, Gordon Wetzstein.
NeurIPS 2019 (Oral, Honorable Mention "Outstanding New Directions").
[PDF] [Project] [Code] [Dataset]
Transformable Bottleneck Networks.
Kyle Olszewski, Sergey Tulyakov, Oliver Woodford, Hao Li, Linjie Luo.
ICCV 2019. [PDF]
Equivariant Multi-View Networks.
Carlos Esteves, Yinshuang Xu, Christine Allen-Blanchette, Kostas Daniilidis.
ICCV 2019. [PDF]
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization.
Shunsuke Saito, Zeng Huang, Ryota Natsume, Shigeo Morishima, Angjoo Kanazawa, Hao Li.
ICCV 2019. [PDF] [Project] [Code]
Occupancy Flow: 4D Reconstruction by Learning Particle Dynamics.
Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geiger.
ICCV 2019. [PDF] [Project] [Code]
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation.
eong Joon Park, Peter Florence, Julian Straub, Richard Newcombe, Steven Lovegrove.
CVPR 2019. [PDF] [Code]
DeepVoxels: Learning Persistent 3D Feature Embeddings.
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer.
CVPR 2019 (Oral). [Project] [PDF] [Code]
Occupancy Networks: Learning 3D Reconstruction in Function Space.
Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin, Andreas Geiger.
CVPR 2019. [PDF] [Project] [Code]
LLFF: Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines.
Ben Mildenhall, Pratul Srinivasan, Rodrigo Ortiz-Cayon, Nima Khademi Kalantari, Ravi Ramamoorthi, Ren Ng, Abhishek Kar.
TOG 2019. [PDF] [Project] [Code]
Neural Volumes: Learning Dynamic Renderable Volumes from Images.
Stephen Lombardi, Tomas Simon, Jason Saragih, Gabriel Schwartz, Andreas Lehrmann, Yaser Sheikh.
TOG 2019. [PDF] [Code]
Neural Scene Representation and Rendering.
S M Ali Eslami, Danilo Jimenez Rezende, Frederic Besse, Fabio Viola, Ari S Morcos, Marta Garnelo, Avraham Ruderman, Andrei A Rusu, Ivo Danihelka, Karol Gregor, David P Reichert, Lars Buesing, Theophane Weber, Oriol Vinyals, Dan Rosenbaum, Neil Rabinowitz, Helen King, Chloe Hillier, Matt Botvinick, Daan Wierstra, Koray Kavukcuoglu, Demis Hassabis.
Science 2018. [PDF] [Project] [Data]