invariant-learning topic

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

Wuyxin

[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

LFhase

GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]

divelab

[ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization

LFhase

[KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"

HKUDS

Tools for exploiting Morphological Symmetries in robotics

Danfoa

Ratioanle-aware Graph Contrastive Learning codebase

lsh0520

This repo contains code for Invariant Grounding for Video Question Answering

yl3800

[NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization

LFhase

[NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?

LFhase