domain adaptation

AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support NAACL 2025 Automated Evaluation for Terminology Translation Related to the EEA Agreement EMNLP 2025 Automatic Spectral Calibration of Hyperspectral Images: Method, Dataset and Benchmark CVPR 2025 AutoML Meets Hugging Face: Domain-Aware Pretrained Model Selection for Text Classification NAACL 2025 AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025 Balanced Learning for Domain Adaptive Semantic Segmentation ICML 2025 Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning IJCAI 2025 Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025 Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing Interspeech 2025 BeefBot: Harnessing Advanced LLM and RAG Techniques for Providing Scientific and Technology Solutions to Beef Producers COLING 2025 Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond EMNLP 2025 Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025 Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 Beyond the Haystack: Sensitivity to Context in Legal Reference Recall EMNLP 2025 Binary Losses for Density Ratio Estimation ICLR 2025 BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models CVPR 2025 BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025 BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025 Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025 Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need CVPR 2025 Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation ICCV 2025 BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025 Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025