Vision-Language Models

VirtueBench: Evaluating Trustworthiness under Uncertainty in Long Video Understanding CVPR 2026 VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models CVPR 2026 ViStoryBench: Comprehensive Benchmark Suite for Story Visualization CVPR 2026 VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment CVPR 2026 VLM-Pruner: Buffering for Spatial Sparsity in an Efficient VLM Centrifugal Token Pruning Paradigm CVPR 2026 WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering ACL 2026 WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens CVPR 2026 When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models CVPR 2026 Why Does RL Generalize Better Than SFT? A Data-Centric Perspective on VLM Post-Training CVPR 2026 ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks CVPR 2026 3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025 Aligning VLM Assistants with Personalized Situated Cognition ACL 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models CVPR 2025 AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025 AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs ACL 2025 A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025 Beyond the Prompt: Deploying Medical Foundation Models on Diverse Chest X-ray Populations MIDL 2025