domain shift

Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models MIDL 2024 Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024 Gradual Domain Adaptation via Gradient Flow ICLR 2024 Guaranteeing Robustness Against Real-World Perturbations In Time Series Classification Using Conformalized Randomized Smoothing UAI 2024 How Far Is Too Far? Studying the Effects of Domain Discrepancy on Masked Language Models COLING 2024 How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024 Hyperbolic Active Learning for Semantic Segmentation under Domain Shift ICML 2024 Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024 Large Scale Dataset Distillation with Domain Shift ICML 2024 LaSCal: Label-Shift Calibration without target labels NeurIPS 2024 LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition Interspeech 2024 Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024 Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID WACV 2024 Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024 Modality Translation Learning for Joint Speech-Text Model Interspeech 2024 More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024 MSU-4S - The Michigan State University Four Seasons Dataset CVPR 2024 Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization AAAI 2024 Navigating Continual Test-time Adaptation with Symbiosis Knowledge IJCAI 2024 NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024 Negative Label Guided OOD Detection with Pretrained Vision-Language Models ICLR 2024 OCCAM: Online Continuous Controller Adaptation with Meta-Learned Models CoRL 2024 Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NeurIPS 2024 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024 Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting ICLR 2024