Domain Adaptation

Enhanced Hybrid Transducer and Attention Encoder Decoder with Text Data Interspeech 2025 Examining Test-Time Adaptation for Personalized Child Speech Recognition Interspeech 2025 Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025 GIA-MIC: Multimodal Emotion Recognition with Gated Interactive Attention and Modality-Invariant Learning Constraints Interspeech 2025 Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 Label-Perceptive Adversarial Domain Adaptation for Named Entity Recognition in Traditional Chinese Medicine: Dataset and Approach ACML 2025 Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025 Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025 Self-Improvement for Audio Large Language Model using Unlabeled Speech Interspeech 2025 Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025 Adapting the Attention of Cloud-Based Recognition Model to Client-Side Images without Local Re-Training ACML 2024 CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection CVPR 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Discriminative Pattern Calibration Mechanism for Source-Free Domain Adaptation CVPR 2024 DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024 Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024 Domain Randomization via Entropy Maximization ICLR 2024 Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation CVPR 2024 Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation NeurIPS 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection CVPR 2024 Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024 Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NeurIPS 2024