multimodal learning

Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ACL 2025 Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025 Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025 Unsupervised Video Highlight Detection by Learning from Audio and Visual Recurrence WACV 2025 Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens EMNLP 2025 Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025 UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation SemEval 2025 UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence ICCV 2025 URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models EMNLP 2025 Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models COLING 2025 Utilizing Vision-Language Models for Detection of Leaf-Based Diseases in Tomatoes AAAI 2025 V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025 V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ACL 2025 Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts ACL 2025 Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers ICCV 2025 VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025 Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models CVPR 2025 VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025 VC4VG: Optimizing Video Captions for Text-to-Video Generation EMNLP 2025 VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text ICLR 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 Vector-ICL: In-context Learning with Continuous Vector Representations ICLR 2025 VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025 VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation ICCV 2025 VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment CVPR 2025