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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning ICML 2022
Counterfactual Transportability: A Formal Approach ICML 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts NIPS 2022
Goal Misgeneralization in Deep Reinforcement Learning ICML 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
PodcastMix: A dataset for separating music and speech in podcasts INTERSPEECH 2022
Novel Augmentation Schemes for Device Robust Acoustic Scene Classification INTERSPEECH 2022
Learning Substructure Invariance for Out-of-Distribution Molecular Representations NIPS 2022
Learning-Augmented Algorithms for Online Steiner Tree AAAI 2022
An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization CVPR 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection INTERSPEECH 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022
Does Audio Deepfake Detection Generalize? INTERSPEECH 2022
Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches IJCNLP 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022
A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022
GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing IJCNLP 2022
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization CVPR 2022
Proactive Image Manipulation Detection CVPR 2022
Causality Inspired Representation Learning for Domain Generalization CVPR 2022