Domain Adaptation

CIVET: Systematic Evaluation of Understanding in VLMs EMNLP 2025 CLAIMCHECK: How Grounded are LLM Critiques of Scientific Papers? EMNLP 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 CLASS: Contrastive Learning via Action Sequence Supervision for Robot Manipulation CoRL 2025 Click2Mask: Local Editing with Dynamic Mask Generation AAAI 2025 Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing ICCV 2025 CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models ICML 2025 ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025 ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025 CLIPArTT: Adaptation of CLIP to New Domains at Test Time WACV 2025 CLIP-driven Coarse-to-fine Semantic Guidance for Fine-grained Open-set Semi-supervised Learning CVPR 2025 CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification AAAI 2025 Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset WACV 2025 CmEAA: Cross-modal Enhancement and Alignment Adapter for Radiology Report Generation COLING 2025 CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ACL 2025 CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025 Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion ICLR 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies AACL 2025 CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025 CodeV: Issue Resolving with Visual Data ACL 2025 COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025 COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning ICML 2025 COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition SemEval 2025 CoLA: Collaborative Low-Rank Adaptation ACL 2025