Domain Adaptation

Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025 Adapting IndicTrans2 for Legal Domain MT via QLoRA Fine-Tuning at JUST-NLP 2025 AACL 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Adapting Large Language Models for Character-based Augmentative and Alternative Communication EMNLP 2025 Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CoNLL 2025 Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards ICLR 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adapting to Evolving Adversaries with Regularized Continual Robust Training ICML 2025 Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025 Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation ICML 2025 Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025 Adaptive and Robust Translation from Natural Language to Multi-model Query Languages ACL 2025 Adaptive Camera Sensor for Vision Models ICLR 2025 Adaptive Data Collection for Robust Learning Across Multiple Distributions ICML 2025 Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination WACV 2025 Adaptive Energy Alignment for Accelerating Test-Time Adaptation ICLR 2025 Adaptive Estimation and Learning under Temporal Distribution Shift ICML 2025 Adaptive kernel predictors from feature-learning infinite limits of neural networks ICML 2025 Adaptive Locomotion on Mud through Proprioceptive Sensing of Substrate Properties RSS 2025 Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025 Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates EMNLP 2025 Adaptive Prompt Learning via Gaussian Outlier Synthesis for Out-of-distribution Detection ICCV 2025 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting ICML 2025 A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization WACV 2025 Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts ICML 2025