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

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

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

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

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

Topological Graph Neural Networks (ICLR 2022)

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

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

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

[ICLR 2022] Path integral sampler

Model Zoos for Continual Learning (ICLR 22)

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

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

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

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

This is the code of ICLR 2022 Oral paper 'Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization'.

[ICLR 2022 Spotlight] Code for Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration

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

[ICLR'22] Representation-Agnostic Shape Fields

Environment Predictive Coding for Visual Navigation. ICLR 2022.