Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
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Updated
Sep 17, 2022 - Python
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
Package for working with hypernetworks in PyTorch.
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
HyperPCM: Robust task-conditioned modeling of drug-target interactions
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
The official implementation of the "Hypernetwork approach to generating point clouds" paper
The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch
Implementation of a holodeck, written in Pytorch
Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"
Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"
SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence
The official implementation of the "Modeling 3D Surface Manifolds with a Locally Conditioned Atlas" paper
Explainable deep networks that are not only as accurate as their black-box deep-learning counterparts but also as interpretable as state-of-the-art explanation techniques.
PyTorch code for our CIKM 2022 paper "Calibrate Automated Graph Neural Network via Hyperparameter Uncertainty"
A PyTorch Library for Learning Pareto Front of Multi-Objective Problem
over-parameterization = exploration ?
Implementation of hypernetwork augmented Actor-Critic in multi-objective reinforcement learning for MsC Thesis: "Generalizing Pareto optimal policies in multi-objective reinforcement learning"
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