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STEGO mhamilton723

138

699

mit

14

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

pytorch iclr2022 deep-learning computer-vision semantic-segmentation unsupervised-learning

Created 2022-03-07

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

GeoDiff MinkaiXu

67

314

mit

6

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

iclr iclr2022 molecule conformation score-matching diffusion-models generative-models computational-biology graph-neural-networks computational-chemistry

Created 2022-02-12

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

DSU lixiaotong97

16

141

unknown

3

[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.

iclr2022 out-of-distribution domain-generalization

Created 2022-02-08

4 commits to main branch, last one 2 years ago

OntoProtein zjunlp

22

137

mit

7

[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding

nlp bert iclr protein pytorch iclr2022 ontoprotein pretraining gene-ontology knowledge-graph pretrained-models protein-pretraining protein-function-prediction protein-protein-interaction protein-structure-prediction

Created 2021-12-18

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

DART zjunlp

16

125

mit

6

[ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

dart iclr prompt pytorch iclr2022 prompt-tuning language-models prompt-learning few-shot-learning pre-trained-language-models

Created 2021-12-18

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

DIR-GNN Wuyxin

15

115

mit

5

Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)

pytorch iclr2022 causality generalization causal-discovery interpretability invariant-learning graph-neural-networks

Created 2022-01-29

50 commits to main branch, last one 11 months ago

TOGL BorgwardtLab

20

105

bsd-3-clause

8

Topological Graph Neural Networks (ICLR 2022)

pytorch iclr2022 graph-learning machine-learning pytorch-geometric node-classification persistent-homology graph-classification

Created 2021-01-11

286 commits to main branch, last one 2 years ago

ICLR2022-OpenReviewData fedebotu

26

101

unknown

1

Crawl & visualize ICLR papers and reviews

iclr reviews iclr2022 openreview

Created 2021-11-10

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

ICLR2022-OpenReviewData EdisonLeeeee

18

84

unknown

3

ICLR 2022 Paper submission trend analysis from https://openreview.net/group?id=ICLR.cc/2022/Conference

iclr2022 openreview

Created 2021-10-09

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

LEM tk-rusch

11

69

unknown

2

Official code for Long Expressive Memory (ICLR 2022, Spotlight)

lem iclr google12 iclr2022 time-series deep-learning keyword-spotting dynamical-systems recurrent-neural-networks

Created 2021-10-04

25 commits to main branch, last one 2 years ago

RelViT NVlabs

2

63

other

6

[ICLR 2022] RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning

vqa pytorch hico-det iclr2022 visual-reasoning

Created 2022-03-16

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

Transform2Act Khrylx

13

52

mit

3

[ICLR 2022 Oral] Official PyTorch Implementation of "Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design".

iclr2022 agent-design robot-design reinforcement-learning

Created 2022-03-14

9 commits to main branch, last one 6 months ago

MindTheGap ZPdesu

8

51

mit

5

Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks (ICLR 2022)

anime iclr2022 stylegan2 styletransfer domain-adaptation image-translation stylegan-image-manipulation single-shot-domain-adaptation

Created 2022-03-27

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

cosformer-pytorch davidsvy

8

43

mit

2

Unofficial PyTorch implementation of the paper "cosFormer: Rethinking Softmax In Attention".

iclr pytorch iclr2022 transformer deep-learning neural-network attention-mechanism efficient-attention artificial-intelligence

Created 2021-10-20

20 commits to main branch, last one 2 years ago

modelzoo_continual grasp-lyrl

9

39

mit

2

Model Zoos for Continual Learning (ICLR 22)

pytorch iclr2022 deep-learning learning-theory lifelong-learning continual-learning

Created 2021-12-05

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

pis qsh-zh

8

39

unknown

2

[ICLR 2022] Path integral sampler

iclr2022 sampling

Created 2022-02-02

7 commits to master branch, last one 10 months ago

SplitMix illidanlab

9

38

mit

3

[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time

pytorch tiny-ml heterofl iclr2022 robustness personalization federated-learning slimmable-networks

Created 2022-02-04

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

ReLoss hunto

6

37

apache-2.0

2

Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022

loss reloss pytorch iclr2022 surrogate surrogate-loss

Created 2022-02-14

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

UNICORN-MAML Han-Jia

7

36

unknown

1

PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"

maml iclr2022 meta-learning few-shot-learning

Created 2021-06-03

16 commits to main branch, last one 7 months ago