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The Top 23 Energy Based Model Open Source Projects

Open source projects categorized as Energy Based Model
Categories > Energy Based Model
Owod ⭐ 894
(CVPR 2021 Oral) Open World Object Detection
most recent commit a year ago
Boltzmann Machines ⭐ 792
Boltzmann Machines in TensorFlow with examples
most recent commit 3 years ago
Intro_dgm ⭐ 758
An Introduction to Deep Generative Modeling: Examples
most recent commit 5 months ago
Papers For Molecular Design Using Dl ⭐ 367
List of molecular design using Generative AI and Deep Learning
most recent commit 5 months ago
Compositional Visual Generation With Composable Diffusion Models Pytorch ⭐ 349
[ECCV 2022] Compositional Generation using Diffusion Models
most recent commit a year ago
Accel Brain Code ⭐ 289
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces
dependent packages 2total releases 12most recent commit 6 months agopypi accel-brain-base} Downloads
Awesome Ebm ⭐ 226
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
most recent commit 7 months ago
Generative Visual Prompt ⭐ 111
[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models
most recent commit 9 months ago
Compose Visual Relations ⭐ 92
[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations
most recent commit a year ago
Eada ⭐ 70
[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406
most recent commit 7 months ago
Unsupervised Compositional Concepts Discovery ⭐ 57
[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
most recent commit 8 months ago
Cdfl ⭐ 49
Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)
most recent commit 4 years ago
Ibc ⭐ 41
A PyTorch implementation of Implicit Behavioral Cloning by Florence et al
most recent commit 2 years ago
Ebms_3dod ⭐ 41
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
most recent commit 3 years ago
Eli ⭐ 35
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
most recent commit a year ago
Xql ⭐ 25
Extreme Q-Learning: Max Entropy RL without Entropy
most recent commit a year ago
Ebms_regression ⭐ 24
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
most recent commit 4 years ago
Generative Modeling Explained ⭐ 21
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
most recent commit a year ago
Nce ⭐ 20
Noise Contrastive Estimation (NCE) in PyTorch
most recent commit 8 months ago
Zeroc ⭐ 18
ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains
most recent commit a year ago
Pde Surrogate ⭐ 15
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
most recent commit 5 years ago
Energy Based Crossattention ⭐ 11
The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".
most recent commit a year ago
Energy Transformer Graph ⭐ 11
This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification
most recent commit 5 months ago
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