Domain Generalization

Handling Distribution Shifts on Graphs: An Invariance Perspective ICLR 2022 Heterogeneous Target Speech Separation Interspeech 2022 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022 How Hate Speech Varies by Target Identity: A Computational Analysis CoNLL 2022 Human-Aided Saliency Maps Improve Generalization of Deep Learning WACV 2022 Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022 Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Interspeech 2022 Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022 Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NeurIPS 2022 Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022 Improving Policy Optimization with Generalist-Specialist Learning ICML 2022 Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification ICML 2022 Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022 Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022 Improving Topic Segmentation by Injecting Discourse Dependencies COLING 2022 Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022 Interactive concept-map based summaries for SEND children IJCAI 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Invariant Causal Representation Learning for Out-of-Distribution Generalization ICLR 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Invariant Language Modeling EMNLP 2022 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022 Is a Modular Architecture Enough? NeurIPS 2022 Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments NeurIPS 2022