SGNN-EBM

(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

Some toy examples of score matching algorithms written in PyTorch

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