Domain Adaptation

IT$^3$: Idempotent Test-Time Training ICML 2025 IWSLT 2025 Indic Track System Description Paper: Speech-to-Text Translation from Low-Resource Indian Languages (Bengali and Tamil) to English ACL 2025 ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025 Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising CVPR 2025 JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models COLING 2025 Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization ICML 2025 JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025 Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets COLING 2025 Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025 KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025 KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks ICML 2025 KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025 KEC_AI_BRIGHTRED@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages NAACL 2025 KIND: Knowledge Integration and Diversion for Training Decomposable Models ICML 2025 Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition CVPR 2025 Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG EMNLP 2025 Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025 Knowledge Graph and Large Language Model for Metabolomics AAAI 2025 Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models ICLR 2025 Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025 Knowledge-Guided Wasserstein Distributionally Robust Optimization ICML 2025 Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025 KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025 Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ACL 2025 Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content CVPR 2025