iclr2022

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

out-of-distribution domain-generalization iclr2022

UpdatedMar 27, 2022
Python

zjunlp /OntoProtein

Star146

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

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

UpdatedMar 10, 2025
Python

zjunlp /DART

Star131

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

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

UpdatedDec 7, 2022
Python

Wuyxin /DIR-GNN

Star124

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

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

UpdatedJul 15, 2023
Python

BorgwardtLab /TOGL

Star123

Topological Graph Neural Networks (ICLR 2022)

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

UpdatedJun 10, 2022
Python

fedebotu /ICLR2022-OpenReviewData

Star109

Crawl & visualize ICLR papers and reviews

reviews iclr openreview iclr2022

UpdatedNov 7, 2022
Jupyter Notebook

EdisonLeeeee /ICLR2022-OpenReviewData

Star86

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

openreview iclr2022

UpdatedOct 2, 2022
Jupyter Notebook

tk-rusch /LEM

Star69

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

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

UpdatedMar 11, 2022
Python

NVlabs /RelViT

Star64

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

pytorch vqa visual-reasoning hico-det iclr2022

UpdatedSep 10, 2022
Python

Khrylx /Transform2Act

Star57

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

reinforcement-learning robot-design iclr2022 agent-design

UpdatedDec 6, 2023
Python

ZPdesu /MindTheGap

Star54

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

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

UpdatedJul 10, 2022
Jupyter Notebook

qsh-zh /pis

Star45

[ICLR 2022] Path integral sampler

sampling iclr2022

UpdatedAug 21, 2023
Python

grasp-lyrl /modelzoo_continual

Star44

Model Zoos for Continual Learning (ICLR 22)

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

UpdatedMay 29, 2023
Python

davidsvy /cosformer-pytorch

Star44

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

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

UpdatedOct 29, 2021
Jupyter Notebook

illidanlab /SplitMix

Star42

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

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

UpdatedApr 12, 2023
Python

Han-Jia /UNICORN-MAML

Star41

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

maml meta-learning few-shot-learning iclr2022

UpdatedJun 29, 2024
Python

hunto /ReLoss

Star36

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

pytorch loss surrogate iclr2022 reloss surrogate-loss

UpdatedNov 25, 2022
Python

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