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178

1.1k

mit

28

"Deep Generative Modeling": Introductory Examples

pytorch deep-learning generative-ai energy-based-model neural-compression flow-based-modeling autoregressive-modeling variational-autoencoder deep-generative-modelling generative-adversarial-network score-based-generative-modeling

Created 2021-01-23

67 commits to main branch, last one 3 months ago

OWOD JosephKJ

155

1.0k

apache-2.0

23

(CVPR 2021 Oral) Open World Object Detection

cvpr cvpr2021 detectron2 open-world object-detection continual-learning energy-based-model contrastive-learning incremental-learning

Created 2020-09-29

77 commits to master branch, last one 2 years ago

boltzmann-machines yell

135

849

mit

35

Boltzmann Machines in TensorFlow with examples

ais dbm pcd rbm mcmc keras tensorflow deep-learning gibbs-sampling machine-learning tensorflow-models boltzmann-machines energy-based-model sklearn-compatible variational-inference annealed-importance-sampling restricted-boltzmann-machine contrastive-divergence-algorithm

Created 2017-10-23

773 commits to master branch, last one 3 years ago

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

97

703

gpl-3.0

27

List of Molecular and Material design using Generative AI and Deep Learning

gan rnn vae gnns lstm diffusion drug-design transformer generative-ai material-design prompt-learning molecular-design energy-based-model deep-generative-models reinforcement-learning score-based-generative-models

Created 2023-02-28

705 commits to main branch, last one a day ago

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

41

458

other

15

[ECCV 2022] Compositional Generation using Diffusion Models

ebm compositionality diffusion-models generative-model energy-based-model

Created 2022-06-02

136 commits to main branch, last one about a year ago

accel-brain-code accel-brain

93

312

gpl-2.0

20

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...

lstm q-learning auto-encoder deep-learning deep-q-network quantum-annealing transfer-learning energy-based-model quantum-monte-carlo simulated-annealing reinforcement-learning automatic-summarization self-supervised-learning semi-supervised-learning combinatorial-optimization deep-reinforcement-learning restricted-boltzmann-machine generative-adversarial-network multi-agent-reinforcement-learning

Created 2017-09-15

1,863 commits to master branch, last one 12 months ago

awesome-ebm yataobian

28

281

mit

22

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

energy score-based deep-learning score-matching machine-learning stein-discrepancy energy-based-model exponential-family score-based-models energy-based-learning contrastive-divergence energy-based-deep-learning energy-based-graph-learning noise-contrastive-estimation energy-based-machine-learning score-based-generative-models

Created 2021-04-15

102 commits to main branch, last one about a year ago

generative-visual-prompt ChenWu98

6

119

other

1

[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models

image-synthesis diffusion-models generative-models energy-based-model invertible-neural-networks generative-adversarial-networks

Created 2022-09-14

47 commits to main branch, last one about a year ago

compose-visual-relations nanlliu

12

101

unknown

7

[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations

generative-models energy-based-model

Created 2021-11-18

3 commits to master branch, last one about a year ago

ibc kevinzakka

12

96

unknown

6

A PyTorch implementation of Implicit Behavioral Cloning

pytorch robotics deep-learning behavioral-cloning energy-based-model

Created 2021-10-23

18 commits to main branch, last one 2 years ago

EADA BIT-DA

12

83

mit

1

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

active-learning data-efficiency domain-adaptation energy-based-model

Created 2021-12-02

9 commits to main branch, last one about a year ago

XQL Div99

10

82

unknown

3

Extreme Q-Learning: Max Entropy RL without Entropy

offline-rl deep-learning energy-based-model gumbel-distribution reinforcement-learning

Created 2023-01-10

27 commits to main branch, last one about a year ago

Unsupervised-Compositional-Concepts-Discovery nanlliu

2

78

unknown

7

[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

decomposition compositionality diffusion-models generative-models energy-based-model

Created 2023-05-26

10 commits to master branch, last one about a year ago

CDFL JunLi-Galios

7

64

mit

4

Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)

energy-based-model discriminative-learning video-action-segmentation weakly-supervised-learning weakly-supervised-segmentation

Created 2019-02-16

32 commits to master branch, last one 4 years ago

Latent-Diffusion-EBM yuPeiyu98

3

63

unknown

2

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

pytorch icml-2022 text-modeling generative-model energy-based-model

Created 2021-12-15

11 commits to main branch, last one 2 years ago

ebms_3dod fregu856

10

59

mit

7

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

pytorch deep-learning computer-vision machine-learning object-detection energy-based-model 3d-object-detection

Created 2020-12-08

60 commits to main branch, last one 3 years ago

tea yuanyige

1

54

unknown

2

[CVPR 2024] TEA: Test-time Energy Adaptation

generalization energy-based-model test-time-adaptation

Created 2023-09-18

31 commits to main branch, last one 9 months ago

generative-modeling-explained SHI-Yu-Zhe

5

51

cc0-1.0

4

Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.

mcmc-sampling diffusion-model langevin-dynamics bayesian-inference energy-based-model generative-modeling adversarial-learning equilibrium-sampling variational-inference non-equilibrium-sampling score-based-generative-modeling

Created 2022-08-17

137 commits to main branch, last one about a year ago

ELI JosephKJ

9

50

mit

4

(CVPR 2022) Energy-based Latent Aligner for Incremental Learning

ebm cvpr pytorch cvpr2022 latent-aligning continual-learning energy-based-model incremental-learning

Created 2022-03-16

43 commits to main branch, last one 2 years ago

Energy-Based-CrossAttention EnergyAttention

3

48

unknown

3

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

ebm pytorch cross-attention stable-diffusion energy-based-model

Created 2023-05-24

7 commits to main branch, last one 8 months ago

toy_gradlogp Ending2015a

6

46

mit

2

Some toy examples of score matching algorithms written in PyTorch

dsm ssm pytorch toy-project energy-model score-matching generative-model energy-based-model toy-score-matching sliced-score-matching denoising-score-matching

Created 2021-10-04

13 commits to master branch, last one 3 years ago

Deep-Region-Competition yuPeiyu98

3

42

unknown

2

[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition

pytorch neurips-2021 segmentation energy-based-model unsupervised-learning

Created 2021-02-25

19 commits to main branch, last one 3 years ago

zeroc snap-stanford

4

30

mit

48

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

hierarchical generalization neuro-symbolic concept-learning energy-based-model zero-shot-learning

Created 2022-06-13

35 commits to master branch, last one about a year ago