Vision-Language Models

SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering CVPR 2026 SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia CVPR 2026 See2Refine: Vision-Language Feedback Improves LLM-Based eHMI Action Designers ACL 2026 See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis CVPR 2026 See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection CVPR 2026 Seeing as Experts Do: A Knowledge-Augmented Agent for Open-Set Fine-Grained Visual Understanding CVPR 2026 Seeing Beyond 8bits: Subjective and Objective Quality Assessment of HDR-UGC Videos CVPR 2026 Seeing Both Sides: Towards Bidirectional Semantic Alignment for Open-Vocabulary Camouflaged Object Segmentation CVPR 2026 Seeing Clearly, Reasoning Confidently: Plug-and-Play Remedies for Vision Language Model Blindness CVPR 2026 Seeing Motion Through Polarity for Event-based Action Recognition CVPR 2026 Seeing No Evil: Blinding Large Vision-Language Models to Safety Instructions via Adversarial Attention Hijacking ACL 2026 Seeing the Scene Matters: Revealing Forgetting in Video Understanding Models with a Scene-Aware Long-Video Benchmark CVPR 2026 Seeing What Matters: A Training-Free Self-Guided Framework for Multimodal Detail Perception and Reasoning CVPR 2026 See Less, See Right: Bi-directional Perceptual Shaping For Multimodal Reasoning CVPR 2026 SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation CVPR 2026 See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding CVPR 2026 SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images CVPR 2026 Selectively Extracting and Injecting Visual Attributes into Text-to-Image Models CVPR 2026 Selective Test-Time Debiasing for CLIP via Reward Gating ACL 2026 Self-Corrected Image Generation with Explainable Latent Rewards CVPR 2026 SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action Planning CVPR 2026 SenseSearch: Empowering Vision-Language Models with High-Resolution Agentic Search-Reasoning via Reinforcement Learning CVPR 2026 SGDrive: Scene-to-Goal Hierarchical World Cognition for Autonomous Driving CVPR 2026 ShowTable: Unlocking Creative Table Visualization with Collaborative Reflection and Refinement CVPR 2026 SIF: Semantically In-Distribution Fingerprints for Large Vision-Language Models CVPR 2026