Multimodal Learning

Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025 Unknown Text Learning for CLIP-based Few-Shot Open-set Recognition ICCV 2025 Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation ICML 2025 Unsupervised Audio-Visual Segmentation with Modality Alignment AAAI 2025 Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges ACL 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025 UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025 UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent ICML 2025 URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration CVPR 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 Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts 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 Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models CVPR 2025 Variational Rectified Flow Matching ICML 2025 VC4VG: Optimizing Video Captions for Text-to-Video Generation EMNLP 2025 VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025 VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions EMNLP 2025 VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025 VENUS: A VLLM-driven Video Content Discovery System for Real Application Scenarios EMNLP 2025