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iclr2022

Here are 34 public repositories matching this topic...

Han-Jia / UNICORN-MAML

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

maml meta-learning few-shot-learning iclr2022

Updated Jun 29, 2024
Python

ysymyth / ec-nl

[ICLR 2022] Linking Emergent and Natural Languages via Corpus Transfer

machine-learning natural-language-processing language-model iclr emergent-communication iclr2022

Updated Jun 2, 2024
Python

yinizhilian / ICLR2024-Papers-with-Code

ICLR 2024 论文和开源项目合集

python machine-learning transformer gpt nlp-machine-learning nlp-keywords-extraction iclr2021 paperwithcode iclr2022 llms iclr2023 llm-agent llm-training gemmini llm-framework iclr2024 llm-reasoning llama3 deep-learning-paper

Updated May 19, 2024

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'

representation-learning ecmlpkdd graph-neural-networks iclr2022

Updated Jul 25, 2024
Python

bdusell / nondeterministic-stack-rnn

Code for the paper "The Surprising Computational Power of Nondeterministic Stack RNNs" (DuSell and Chiang, 2023)

nlp machine-learning deep-learning stack pytorch neural-networks rnn language-model conll2020 iclr2022 iclr2023

Updated Mar 21, 2024
Python

Khrylx / Transform2Act

[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

Updated Dec 6, 2023
Python

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.

Updated Nov 13, 2023

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 iclr2022 ip-protection ownership-verification model-watermarking model-authorization

Updated Oct 22, 2023
Python

qsh-zh / pis

[ICLR 2022] Path integral sampler

sampling iclr2022

Updated Aug 21, 2023
Python

Wuyxin / DIR-GNN

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

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

Updated Jul 15, 2023
Python

grasp-lyrl / modelzoo_continual

Model Zoos for Continual Learning (ICLR 22)

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

Updated May 29, 2023
Python

MinkaiXu / GeoDiff

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

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

Updated May 17, 2023
Python

illidanlab / SplitMix

[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

Updated Apr 12, 2023
Python

mhamilton723 / STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

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

Updated Mar 24, 2023
Jupyter Notebook

zjunlp / OntoProtein

[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

Updated Feb 22, 2023
Python

srama2512 / EPC-SSL

Environment Predictive Coding for Visual Navigation. ICLR 2022.

visual-navigation scene-understanding self-supervised-learning pytorch-implementation iclr2022

Updated Dec 10, 2022
Python

seanywang0408 / RASF

[ICLR'22] Representation-Agnostic Shape Fields

deep-learning 3d iclr2022

Updated Dec 8, 2022
Python

zjunlp / DART

[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

Updated Dec 7, 2022
Python

hunto / ReLoss

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

pytorch loss surrogate iclr2022 reloss surrogate-loss

Updated Nov 25, 2022
Python

henryzhongsc / lottery_regulated_grouped_kernel_pruning

Official implementation for Zhong et al., Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions. ICLR 2022

pytorch pruning iclr model-compression iclr2022

Updated Nov 24, 2022
Jupyter Notebook

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