energy-based-model

There are 9 repositories under energy-based-model topic.

JosephKJ / OWOD
(CVPR 2021 Oral) Open World Object Detection
continual-learning contrastive-learning cvpr cvpr2021 detectron2 energy-based-model incremental-learning object-detection open-world
Language:Python 1012
jmtomczak / intro_dgm
"Deep Generative Modeling": Introductory Examples
autoregressive-modeling deep-generative-modelling deep-learning energy-based-model flow-based-modeling generative-adversarial-network generative-ai neural-compression pytorch score-based-generative-modeling variational-autoencoder
Language:Jupyter Notebook 896
yell / boltzmann-machines
Boltzmann Machines in TensorFlow with examples
ais annealed-importance-sampling boltzmann-machines contrastive-divergence-algorithm dbm deep-learning energy-based-model gibbs-sampling keras machine-learning mcmc pcd rbm restricted-boltzmann-machine sklearn-compatible tensorflow tensorflow-models variational-inference
Language:Jupyter Notebook 841
AspirinCode / papers-for-molecular-design-using-DL
List of molecular design using Generative AI and Deep Learning
generative-ai molecular-design deep-generative-models drug-design diffusion gan gnns lstm reinforcement-learning rnn transformer vae energy-based-model prompt-learning score-based-generative-models
530
energy-based-model / Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
[ECCV 2022] Compositional Generation using Diffusion Models
compositionality diffusion-models ebm generative-model energy-based-model
Language:Jupyter Notebook 434
accel-brain / accel-brain-code
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 processing.
automatic-summarization deep-learning deep-reinforcement-learning reinforcement-learning q-learning restricted-boltzmann-machine simulated-annealing quantum-monte-carlo quantum-annealing auto-encoder combinatorial-optimization transfer-learning lstm multi-agent-reinforcement-learning deep-q-network semi-supervised-learning generative-adversarial-network energy-based-model self-supervised-learning
Language:Python 298
yataobian / awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
energy energy-based-model energy-based-learning machine-learning exponential-family energy-based-machine-learning energy-based-deep-learning energy-based-graph-learning deep-learning score-matching contrastive-divergence noise-contrastive-estimation stein-discrepancy score-based score-based-models score-based-generative-models
254
ermongroup / sliced_score_matching
Code for reproducing results in the sliced score matching paper (UAI 2019)
score-matching uai2019 energy-based-model density-estimation score-estimation
Language:Python 133
cics-nd / pde-surrogate
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
physics-constrained normalizing-flow energy-based-model reverse-kld generative-model porous-media-flow
Language:Python 120
ChenWu98 / generative-visual-prompt
[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models
diffusion-models energy-based-model generative-adversarial-networks generative-models image-synthesis invertible-neural-networks
Language:Python 114
nanlliu / compose-visual-relations
[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations
energy-based-model generative-models
Language:Python 100
fregu856 / ebms_regression
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
energy-based-model tracking visual-tracking object-detection pytorch deep-learning computer-vision machine-learning
Language:Jupyter Notebook 92
kevinzakka / ibc
A PyTorch implementation of Implicit Behavioral Cloning
behavioral-cloning energy-based-model robotics deep-learning pytorch
Language:Python 91
BIT-DA / EADA
[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406
active-learning domain-adaptation energy-based-model data-efficiency
Language:Python 76
nanlliu / Unsupervised-Compositional-Concepts-Discovery
[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
diffusion-models compositionality decomposition energy-based-model generative-models
Language:Python 73
XQL
Div99 / XQL
Extreme Q-Learning: Max Entropy RL without Entropy
deep-learning energy-based-model gumbel-distribution offline-rl reinforcement-learning
Language:Python 72
JunLi-Galios / CDFL
Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)
weakly-supervised-learning energy-based-model video-action-segmentation discriminative-learning weakly-supervised-segmentation
Language:Python 63
yuPeiyu98 / Latent-Diffusion-EBM
[ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling
generative-model text-modeling icml-2022 pytorch energy-based-model
Language:OpenEdge ABL 63
fregu856 / ebms_3dod
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
energy-based-model 3d-object-detection object-detection pytorch deep-learning computer-vision machine-learning
Language:Python 59
JosephKJ / ELI
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
continual-learning cvpr cvpr2022 ebm energy-based-model incremental-learning latent-aligning pytorch
Language:Python 45
Ending2015a / toy_gradlogp
Some toy examples of score matching algorithms written in PyTorch
score-matching dsm ssm denoising-score-matching sliced-score-matching generative-model pytorch toy-project energy-model energy-based-model toy-score-matching
Language:Python 44
SHI-Yu-Zhe / generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
adversarial-learning bayesian-inference diffusion-model energy-based-model equilibrium-sampling generative-modeling langevin-dynamics mcmc-sampling non-equilibrium-sampling score-based-generative-modeling variational-inference
43
EnergyAttention / Energy-Based-CrossAttention
The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".
cross-attention ebm energy-based-model pytorch stable-diffusion
Language:Python 41
yuPeiyu98 / Deep-Region-Competition
[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition
unsupervised-learning segmentation neurips-2021 pytorch energy-based-model
Language:Python 40
nce
lifeitech / nce
Noise Contrastive Estimation (NCE) in PyTorch
pytorch nce energy-based-model generative-modeling machine-learning noise-contrastive-estimation
Language:Python 29
yuanyige / tea
[CVPR 2024] TEA: Test-time Energy Adaptation
energy-based-model generalization test-time-adaptation
Language:Python 29
snap-stanford / zeroc
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
concept-learning hierarchical neuro-symbolic zero-shot-learning generalization energy-based-model
Language:Jupyter Notebook 26
Lemon-cmd / energy-transformer-graph
This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification
associative-memory deep-learning energy-based-model energy-transformer graph-neural-networks hopfield jax neural-network transformer efficient-transformers
Language:Python 15
chao1224 / SGNN-EBM
Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)
knowledge-graph molecule multitask-learning energy-based-model ppi-networks string chembl chembl-string
Language:Python 13
lzzcd001 / ade-code
Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)
energy-based-model generative-model
Language:Python 13
zilongzheng / PatchGenCN
CVPR 2021 Oral Paper PatchGenCN
deep-internal-learning energy-based-model generative-model cvpr2021 image-edit official single-image single-image-generation single-image-super-resolution
Language:Python 13
sndnyang / JEMPP
PyTorch implementation of JEM++: Improved Techniques for Training JEM
energy-based-model
Language:Python 12
fregu856 / ebms_proposals
Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.
machine-learning computer-vision deep-learning pytorch energy-based-model
Language:Python 11
christopher-beckham / cnn-energy-model
A Theano implementation of a CNN DSEBM (deep structured energy-based model) described in https://arxiv.org/pdf/1605.07717v2.pdf
theano energy-based-model
Language:Jupyter Notebook 10
gudovskiy / flowenedet
Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow"
cityscapes image-corruptions misclassification-detection normalizing-flows out-of-distribution-detection semantic-segmentation uncertainty fishyscapes energy-based-model
Language:Python 10
1202kbs / EBCLR
Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022
contrastive-learning energy-based-model
Language:Python 9

energy-based-model

JosephKJ / OWOD

jmtomczak / intro_dgm

yell / boltzmann-machines

AspirinCode / papers-for-molecular-design-using-DL

energy-based-model / Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch

accel-brain / accel-brain-code

yataobian / awesome-ebm

ermongroup / sliced_score_matching

cics-nd / pde-surrogate

ChenWu98 / generative-visual-prompt

nanlliu / compose-visual-relations

fregu856 / ebms_regression

kevinzakka / ibc

BIT-DA / EADA

nanlliu / Unsupervised-Compositional-Concepts-Discovery

Div99 / XQL

JunLi-Galios / CDFL

yuPeiyu98 / Latent-Diffusion-EBM

fregu856 / ebms_3dod

JosephKJ / ELI

Ending2015a / toy_gradlogp

SHI-Yu-Zhe / generative-modeling-explained

EnergyAttention / Energy-Based-CrossAttention

yuPeiyu98 / Deep-Region-Competition

lifeitech / nce

yuanyige / tea

snap-stanford / zeroc

Lemon-cmd / energy-transformer-graph

chao1224 / SGNN-EBM

lzzcd001 / ade-code

zilongzheng / PatchGenCN

sndnyang / JEMPP

fregu856 / ebms_proposals

christopher-beckham / cnn-energy-model

gudovskiy / flowenedet

1202kbs / EBCLR