Domain Generalization

Unknown Domain Inconsistency Minimization for Domain Generalization ICLR 2024 Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization CVPR 2024 Unraveling the Key Components of OOD Generalization via Diversification ICLR 2024 Unveiling Project-Specific Bias in Neural Code Models COLING 2024 URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement Interspeech 2024 Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights NeurIPS 2024 Wav2SQL: Direct Generalizable Speech-To-SQL Parsing ACL 2024 Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024 Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments NeurIPS 2024 WeiPer: OOD Detection using Weight Perturbations of Class Projections NeurIPS 2024 What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark Interspeech 2024 What If the Input is Expanded in OOD Detection? NeurIPS 2024 What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NeurIPS 2024 When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards ACL 2024 Where are we Still Split on Tokenization? EACL 2024 WHiSER: White House Tapes Speech Emotion Recognition Corpus Interspeech 2024 WikiDO: A New Benchmark Evaluating Cross-Modal Retrieval for Vision-Language Models NeurIPS 2024 Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023 Activate and Reject: Towards Safe Domain Generalization under Category Shift ICCV 2023 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation ICML 2023 Adaptive Contextual Perception: How To Generalize To New Backgrounds and Ambiguous Objects NeurIPS 2023 Adaptive Coordination in Social Embodied Rearrangement ICML 2023 Adaptive Texture Filtering for Single-Domain Generalized Segmentation AAAI 2023