Vision-Language Models

TinyClick: Single-Turn Agent for Empowering GUI Automation Interspeech 2025 Towards Understanding How Knowledge Evolves in Large Vision-Language Models CVPR 2025 Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025 Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ACL 2025 Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025 Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis CVPR 2025 Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens EMNLP 2025 Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts ACL 2025 VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025 VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025 VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions EMNLP 2025 VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data EMNLP 2025 VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025 VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models CVPR 2025 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models EMNLP 2025 Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025 VisTRA: Visual Tool-use Reasoning Analyzer for Small Object Visual Question Answering ACL 2025 Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025 VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025 VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025