iclr2022

There are 1 repository under iclr2022 topic.

mhamilton723 / STEGO
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning
Language:Jupyter Notebook 686
MinkaiXu / GeoDiff
Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).
computational-biology computational-chemistry conformation diffusion-models generative-models graph-neural-networks iclr iclr2022 molecule score-matching
Language:Python 295
lixiaotong97 / DSU
[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.
domain-generalization iclr2022 out-of-distribution
Language:Python 137
zjunlp / OntoProtein
[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding
protein-protein-interaction gene-ontology protein-pretraining protein-function-prediction protein-structure-prediction knowledge-graph protein ontoprotein bert nlp pytorch pretrained-models pretraining iclr iclr2022
Language:Python 133
zjunlp / DART
[ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
prompt-tuning pre-trained-language-models few-shot-learning prompt dart prompt-learning iclr iclr2022 pytorch language-models
Language:Python 126
Wuyxin / DIR-GNN
Official code of "Discovering Invariant Rationales for Graph Neural Networks" (ICLR 2022)
graph-neural-networks pytorch causality generalization causal-discovery invariant-learning iclr2022 interpretability
Language:Python 111
BorgwardtLab / TOGL
Topological Graph Neural Networks (ICLR 2022)
persistent-homology graph-learning iclr2022 machine-learning graph-classification node-classification pytorch pytorch-geometric
Language:Python 100
fedebotu / ICLR2022-OpenReviewData
Crawl & visualize ICLR papers and reviews
iclr iclr2022 openreview reviews
Language:Jupyter Notebook 95
EdisonLeeeee / ICLR2022-OpenReviewData
ICLR 2022 Paper submission trend analysis from https://openreview.net/group?id=ICLR.cc/2022/Conference
iclr2022 openreview
Language:Jupyter Notebook 81
tk-rusch / LEM
Official code for Long Expressive Memory (ICLR 2022, Spotlight)
recurrent-neural-networks time-series keyword-spotting google12 dynamical-systems iclr2022 iclr deep-learning lem
Language:Python 67
NVlabs / RelViT
[ICLR 2022] RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning
iclr2022 pytorch vqa hico-det visual-reasoning
Language:Python 63
Khrylx / Transform2Act
[ICLR 2022 Oral] Official PyTorch Implementation of "Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design".
reinforcement-learning agent-design robot-design iclr2022
Language:Python 52
ZPdesu / MindTheGap
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks (ICLR 2022)
iclr2022 stylegan2 stylegan-image-manipulation styletransfer domain-adaptation anime image-translation single-shot-domain-adaptation
Language:Jupyter Notebook 49
davidsvy / cosformer-pytorch
Unofficial PyTorch implementation of the paper "cosFormer: Rethinking Softmax In Attention".
neural-network transformer pytorch attention-mechanism deep-learning artificial-intelligence efficient-attention iclr2022 iclr
Language:Jupyter Notebook 43
qsh-zh / pis
[ICLR 2022] Path integral sampler
iclr2022 sampling
Language:Python 39
grasp-lyrl / modelzoo_continual
Model Zoos for Continual Learning (ICLR 22)
continual-learning learning-theory deep-learning pytorch iclr2022 lifelong-learning
Language:Python 38
Han-Jia / UNICORN-MAML
PyTorch implementation of "How to Train Your MAML to Excel in Few-Shot Classification"
meta-learning few-shot-learning maml iclr2022
Language:Python 36
hunto / ReLoss
Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022
reloss loss iclr2022 pytorch surrogate-loss surrogate
Language:Python 36
illidanlab / SplitMix
[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
federated-learning tiny-ml robustness iclr2022 personalization slimmable-networks pytorch heterofl
Language:Python 36
ysymyth / ec-nl
[ICLR 2022] Linking Emergent and Natural Languages via Corpus Transfer
emergent-communication natural-language-processing language-model machine-learning iclr iclr2022
Language:Python 29
conditionWang / NTL
This is the code of ICLR 2022 Oral paper 'Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization'.
model-generalization ownership-verification model-watermarking model-authorization ip-protection iclr2022
Language:Python 27
DesikRengarajan / LOGO
[ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration
deep-reinforcement-learning pytorch reinforcement-learning iclr2022 learning-from-demonstration trpo
Language:Python 23
seanywang0408 / RASF
[ICLR'22] Representation-Agnostic Shape Fields
iclr2022 3d deep-learning
Language:Python 17
bdusell / nondeterministic-stack-rnn
Code for the paper "The Surprising Computational Power of Nondeterministic Stack RNNs" (DuSell and Chiang, 2023)
nlp neural-networks stack rnn language-model pytorch iclr2022 deep-learning machine-learning conll2020 iclr2023
Language:Python 16
srama2512 / EPC-SSL
Environment Predictive Coding for Visual Navigation. ICLR 2022.
iclr2022 pytorch-implementation scene-understanding self-supervised-learning visual-navigation
Language:Python 14
sayannath / ConvMixer-TensorFlow
Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras
convmixer iclr iclr2022 vision-transformer convolution patches attention mlp cifar100 deep-learning machine-learning tensorflow
Language:Python 11
henryzhongsc / lottery_regulated_grouped_kernel_pruning
Official implementation for Zhong et al., Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions. ICLR 2022
iclr2022 pruning pytorch iclr model-compression
Language:Jupyter Notebook 7
horsepurve / DeepVoro
Few-shot Learning as Cluster-induced Voronoi Diagrams (ICLR 2022)
computational-geometry deep-learning iclr2022
Language:Jupyter Notebook 6
microsoft / ppgnn
[ICLR GTRL Spotlight 2022, ECML PKDD 2022] Contains code for the paper titled 'PPGNN: A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks'
graph-neural-networks representation-learning ecmlpkdd iclr2022
Language:Python 5
Allenpandas / 2022-Reinforcement-Learning-Conferences-Papers
The proceedings of top conference in 2022 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.
aaai-2022 aaai2022 deep-reinforcement-learning deep-reinforcement-learning-paper deep-reinforcement-learning-papers iclr2022 icml-2022 icml2022 icra2022 ijcai2022 neurips-2022 neurips2022 reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers aamas-2022 aamas2022 iclr-2022 icra-2022 ijcai-2022
1
songquanpeng / ViTGAN
[WIP] Unofficial PyTorch implementation for "ViTGAN: Training GANs with Vision Transformers".
gan iclr2022 vit vitgan
Language:Python 1
Dynamic-BCI-Models
KonstantinosBarmpas / Dynamic-BCI-Models
[ICLR2022] International Conference on Learning Representations (2022) - Workshop on the Elements of Reasoning: Objects, Structure, and Causality (OSC)
bci brain-computer-interface causality deep-learning eeg eeg-signals iclr2022 machine-learning osc workshop workshop-osc
0
cetinsamet / closed-form-sample-probing
The official repository of the "Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning" paper published at ICLR 2022.
generalized-zero-shot-learning meta-learning generative-models sample-probing iclr2022 zero-shot-learning closed-form-solution
Language:Python

iclr2022

mhamilton723 / STEGO

MinkaiXu / GeoDiff

lixiaotong97 / DSU

zjunlp / OntoProtein

zjunlp / DART

Wuyxin / DIR-GNN

BorgwardtLab / TOGL

fedebotu / ICLR2022-OpenReviewData

EdisonLeeeee / ICLR2022-OpenReviewData

tk-rusch / LEM

NVlabs / RelViT

Khrylx / Transform2Act

ZPdesu / MindTheGap

davidsvy / cosformer-pytorch

qsh-zh / pis

grasp-lyrl / modelzoo_continual

Han-Jia / UNICORN-MAML

hunto / ReLoss

illidanlab / SplitMix

ysymyth / ec-nl

conditionWang / NTL

DesikRengarajan / LOGO

seanywang0408 / RASF

bdusell / nondeterministic-stack-rnn

srama2512 / EPC-SSL

sayannath / ConvMixer-TensorFlow

henryzhongsc / lottery_regulated_grouped_kernel_pruning

horsepurve / DeepVoro

microsoft / ppgnn

Allenpandas / 2022-Reinforcement-Learning-Conferences-Papers

songquanpeng / ViTGAN

KonstantinosBarmpas / Dynamic-BCI-Models

cetinsamet / closed-form-sample-probing