Domain Adaptation

MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection ACL 2025 MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction WACV 2025 McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025 McEval: Massively Multilingual Code Evaluation ICLR 2025 MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 ME2-BERT: Are Events and Emotions what you need for Moral Foundation Prediction? COLING 2025 Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs AACL 2025 Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025 MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025 MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images EMNLP 2025 MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks ICLR 2025 MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP ACL 2025 Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025 Mental-Perceiver: Audio-Textual Multi-Modal Learning for Estimating Mental Disorders AAAI 2025 Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation ICML 2025 MergeOcc: Bridge the Domain Gap between Different LiDARs for Robust Occupancy Prediction ICCV 2025 Meronymic Ontology Extraction via Large Language Models IJCNLP 2025 Metadata Conditioning Accelerates Language Model Pre-training ICML 2025 MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025 Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer WACV 2025 Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV 2025 MiDSummer: Multi-Guidance Diffusion for Controllable Zero-Shot Immersive Gaussian Splatting Scene Generation ICCV 2025 MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING 2025 MiLiC-Eval: Benchmarking Multilingual LLMs for China’s Minority Languages ACL 2025 Mimir: Improving Video Diffusion Models for Precise Text Understanding CVPR 2025