invariant representation

Learning Invariant Representations of Graph Neural Networks via Cluster Generalization NeurIPS 2023 Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head NeurIPS 2023 Memory-Based Invariance Learning for Out-of-Domain Text Classification EMNLP 2023 Orthogonal Transforms for Learning Invariant Representations in Equivariant Neural Networks WACV 2023 PAC Generalization via Invariant Representations ICML 2023 Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization CVPR 2023 Rotation and Translation Invariant Representation Learning with Implicit Neural Representations ICML 2023 Self-supervised learning of Split Invariant Equivariant representations ICML 2023 Data-Driven Offline Decision-Making via Invariant Representation Learning NeurIPS 2022 Domain Adversarial Training: A Game Perspective ICLR 2022 Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022 Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022 Learning Invariant Representations with Missing Data CLeaR 2022 Unsupervised Learning of Group Invariant and Equivariant Representations NeurIPS 2022 ZIN: When and How to Learn Invariance Without Environment Partition? NeurIPS 2022 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 Domain Invariant Representation Learning with Domain Density Transformations NeurIPS 2021 Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021 Invariant Causal Imitation Learning for Generalizable Policies NeurIPS 2021 Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021 On Calibration and Out-of-Domain Generalization NeurIPS 2021 Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021 Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021 Invariant Representations through Adversarial Forgetting AAAI 2020 Kymatio: Scattering Transforms in Python JMLR 2020