Popular GitHub Repositories for Energy Based Model

(CVPR 2021 Oral) Open World Object Detection

[ECCV 2022] Compositional Generation using Diffusion Models

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).

[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406

[ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling

The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".

[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition

This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification

[NeurIPS 2023] Learning Energy-Based Prior Model with Diffusion-Amortized MCMC

Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)

Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)

CVPR 2021 Oral Paper PatchGenCN

Energy-guided Entropic Optimal Transport (ICLR'2024)

? Energy-Based Modeling library for PyTorch, offering tools for sampling, inference, and learning in complex distributions.

Naive implementations of deep reinforcement learning algorithms

Tensorflow Implementation of Conditional CoopNets (TPAMI 2021)

Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models