Multimodal Learning

Training-Free Class Purification for Open-Vocabulary Semantic Segmentation ICCV 2025 Transparent and Coherent Procedural Mistake Detection EMNLP 2025 TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025 TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025 TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025 Unbiased Missing-modality Multimodal Learning ICCV 2025 Understanding Figurative Meaning through Explainable Visual Entailment NAACL 2025 Understanding Unique Behavioral Patterns through Multimodal Analysis of Eye-Hand Coordination in Autistic Children (Student Abstract) AAAI 2025 Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025 Unified Reconstruction of Static and Dynamic Scenes from Events CVPR 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior CVPR 2025 Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025 Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025 UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025 VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025 VAQUUM: Are Vague Quantifiers Grounded in Visual Data? ACL 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025 VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025 VideoGameBunny: Towards Vision Assistants for Video Games WACV 2025 VideoGEM: Training-free Action Grounding in Videos CVPR 2025 VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025