Machine Learning

ColFigPhotoAttnNet: Reliable Finger Photo Presentation Attack Detection Leveraging Window-Attention on Color Spaces WACV 2025 Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025 Collab: Controlled Decoding using Mixture of Agents for LLM Alignment ICLR 2025 CollabEdit: Towards Non-destructive Collaborative Knowledge Editing ICLR 2025 Collaborative Co-Design Practices for Supporting Synthetic Data Generation in Large Language Models: A Pilot Study EMNLP 2025 Collaborative Data Exploration through Visualization: A Thesis Proposal Analyzing Impact of Conversational Assistants NAACL 2025 Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient CVPR 2025 Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models ICLR 2025 Collaborative likelihood-ratio estimation over graphs JMLR 2025 Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution ICML 2025 Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025 Collaborative non-parametric two-sample testing AISTATS 2025 Collaborative Prediction: To Join or To Disjoin Datasets UAI 2025 Collaborative Semantic Consistency Alignment for Blended-Target Domain Adaptation AAAI 2025 Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025 Collaborative Tree Search for Enhancing Embodied Multi-Agent Collaboration CVPR 2025 Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ACL 2025 Collapse or Thrive: Perils and Promises of Synthetic Data in a Self-Generating World ICML 2025 Collapse-Proof Non-Contrastive Self-Supervised Learning ICML 2025 Collapsing Sequence-Level Data-Policy Coverage via Poisoning Attack in Offline Reinforcement Learning UAI 2025 Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval EMNLP 2025 Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025 Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement ICCV 2025