domain shift

Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts IJCNLP 2025 Multimodal Fusion Using Multi-View Domains for Data Heterogeneity in Federated Learning AAAI 2025 Multi-Modal Large Language Models are Effective Vision Learners WACV 2025 NIRANTAR: Continual Learning with New Languages and Domains on Real-world Speech Data Interspeech 2025 OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation WACV 2025 PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation AAAI 2025 Progressive Distribution Bridging: Unsupervised Adaptation for Large-scale Pre-trained Models via Adaptive Auxiliary Data ICCV 2025 PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025 Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token purging ICCV 2025 Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization ICCV 2025 Reducing Divergence in Batch Normalization for Domain Adaptation AAAI 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Scaling Up Temporal Domain Generalization via Temporal Experts Averaging EMNLP 2025 Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025 Single Domain Generalization for Few-Shot Counting via Universal Representation Matching CVPR 2025 Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025 Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes ICML 2025 Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025 Towards Few-Shot Training-Free Anomaly Sound Detection Interspeech 2025 Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025 Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization ICLR 2025 Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling CVPR 2025 V^2Dial: Unification of Video and Visual Dialog via Multimodal Experts CVPR 2025 Zero-Shot Generalization of GNNs over Distinct Attribute Domains ICML 2025 Active Test-Time Adaptation: Theoretical Analyses and An Algorithm ICLR 2024