A Theano implementation of a CNN DSEBM (deep structured energy-based model) described in https://arxiv.org/pdf/1605.07717v2.pdf
-
Updated
Oct 13, 2016 - Jupyter Notebook
A Theano implementation of a CNN DSEBM (deep structured energy-based model) described in https://arxiv.org/pdf/1605.07717v2.pdf
Word Segmentation in Sanskrit Using Energy Based Models
A hobby project developing Energy Based Models in Julia
Python implementation of "Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit," EMNLP 2018
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)
Recommender System Model using Restricted Boltzmann Machine (Energy-based Model)
Code for reproducing results in the sliced score matching paper (UAI 2019)
Combining Energy-Based Modeling and RL to solve the challenging Abstract Reasoning Corpus[1] tasks.
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
TF2 Implementation of "Energy Based Models" (Du and Mordatch) and Joint-Energy Models (Grathwohl et al.)
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
Official Implementation for AAAI 2021 "Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation"
Tensorflow Implementation of Conditional CoopNets (TPAMI 2021)
CVPR 2021 Oral Paper PatchGenCN
[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition
Boltzmann Machines in TensorFlow with examples
Some toy examples of score matching algorithms written in PyTorch
Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)
Deep Belief Network for Predicting Compound-Protein Interactions
Add a description, image, and links to the energy-based-model topic page so that developers can more easily learn about it.
To associate your repository with the energy-based-model topic, visit your repo's landing page and select "manage topics."