Multimodal Learning

“Where Does This Strange Smell Come from?”: Enabling Conversational Interfaces for Artificial Olfaction EMNLP 2025 Where is this coming from? Making groundedness count in the evaluation of Document VQA models NAACL 2025 Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025 Whisper-UT: A Unified Translation Framework for Speech and Text EMNLP 2025 Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis WACV 2025 Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models ACL 2025 Whoever Started the interference Should End It: Guiding Data-Free Model Merging via Task Vectors ICML 2025 Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads ICCV 2025 Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025 Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025 WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network AAAI 2025 WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025 WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ACL 2025 WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? EMNLP 2025 WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada IJCNLP 2025 WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025 Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale ICML 2025 WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models ACL 2025 WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025 WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models ICML 2025 WOMD-Reasoning: A Large-Scale Dataset for Interaction Reasoning in Driving ICML 2025 Words or Vision: Do Vision-Language Models Have Blind Faith in Text? CVPR 2025 Words Over Pixels? Rethinking Vision in Multimodal Large Language Models IJCAI 2025 World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model ICCV 2025 WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025