[ICLR2022] International Conference on Learning Representations (2022) - Workshop on the Elements of Reasoning: Objects, Structure, and Causality (OSC)

The official repository of the "Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning" paper published at ICLR 2022.

[WIP] Unofficial PyTorch implementation for "ViTGAN: Training GANs with Vision Transformers".

The proceedings of top conference in 2022 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Few-shot Learning as Cluster-induced Voronoi Diagrams (ICLR 2022)

[ICLR GTRL Spotlight 2022, ECML PKDD 2022] Contains code for the paper titled 'PPGNN: A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks'

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

Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras

Environment Predictive Coding for Visual Navigation. ICLR 2022.

[ICLR'22] Representation-Agnostic Shape Fields

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

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

[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'.

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

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

Model Zoos for Continual Learning (ICLR 22)

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

[ICLR 2022] Path integral sampler

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