conftrace_

invariant representation

65 papers

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Co-occurring keywords

representation learning (6206) domain generalization (1522) domain adaptation (4595) equivariant representation (29) distribution shift (722) graph neural network (3962) self-supervised learning (3777) transfer learning (5449) contrastive learning (4032) causal inference (1630)

Papers

Learning Invariant Representations of Graph Neural Networks via Cluster Generalization NIPS 2023
Learning Invariant Representations with Missing Data CLEAR 2022
Unsupervised Learning of Group Invariant and Equivariant Representations NIPS 2022
Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022
ZIN: When and How to Learn Invariance Without Environment Partition? NIPS 2022
Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
Data-Driven Offline Decision-Making via Invariant Representation Learning NIPS 2022
On Calibration and Out-of-Domain Generalization NIPS 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021
Domain Invariant Representation Learning with Domain Density Transformations NIPS 2021
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NIPS 2021
Invariant Causal Imitation Learning for Generalizable Policies NIPS 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021
Learning Invariant Representation for Unsupervised Image Restoration CVPR 2020
Label-Noise Robust Domain Adaptation ICML 2020
Invariant Representations through Adversarial Forgetting AAAI 2020
Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective IJCAI 2020
Kymatio: Scattering Transforms in Python JMLR 2020
On Learning Invariant Representations for Domain Adaptation ICML 2019
Untangling in Invariant Speech Recognition NIPS 2019
Learning Invariant Representations with Kernel Warping AISTATS 2019
Universal Invariant and Equivariant Graph Neural Networks NIPS 2019
Learning Invariant Representations of Social Media Users EMNLP 2019