Domain Generalization

Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network IJCAI 2022 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NeurIPS 2022 Directed speech separation for automatic speech recognition of long form conversational speech Interspeech 2022 DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022 Discrete Representations Strengthen Vision Transformer Robustness ICLR 2022 Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Interspeech 2022 Distributionally Robust Optimization with Data Geometry NeurIPS 2022 Diverse Weight Averaging for Out-of-Distribution Generalization NeurIPS 2022 DNA: Domain Generalization with Diversified Neural Averaging ICML 2022 Does Audio Deepfake Detection Generalize? Interspeech 2022 Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022 Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022 Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing EMNLP 2022 Domain Adaptation and Generalization: A Low-Complexity Approach CoRL 2022 Domain Agnostic Few-shot Learning for Speaker Verification Interspeech 2022 Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022 Domain Generalization by Learning and Removing Domain-specific Features NeurIPS 2022 Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer MIDL 2022 Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022 Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition WACV 2022 Domain Generalization through the Lens of Angular Invariance IJCAI 2022 Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022 Domain Generalization without Excess Empirical Risk NeurIPS 2022 Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification Interspeech 2022 Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation EMNLP 2022