Vision-Language Models

VisPlay: Self-Evolving Vision-Language Models CVPR 2026 VisRef: Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal Large Reasoning Models CVPR 2026 VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs CVPR 2026 VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval ACL 2026 Visual Attention Reasoning via Hierarchical Search and Self-Verification ACL 2026 Visual-Aware CoT: Achieving High-Fidelity Visual Consistency in Unified Models CVPR 2026 Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling CVPR 2026 Visually-Guided Policy Optimization for Multimodal Reasoning ACL 2026 VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes CVPR 2026 Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images ACL 2026 ViTPrompt: Training-Free Prompt Refinement with Visual Tokens for Open-Vocabulary Detection CVPR 2026 VLA Models Are More Generalizable Than You Think: Revisiting Physical and Spatial Modeling CVPR 2026 VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning ACL 2026 VL-Eraser: Vacuum Distillation for Machine Unlearning in Vision-Language Models CVPR 2026 VLIC: Vision-Language Models As Perceptual Judges for Human-Aligned Image Compression CVPR 2026 VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction CVPR 2026 VLM4RSDet: Collaborative Optimization with Vision-Language Model for Enhancing Remote Sensing Object Detection CVPR 2026 VLM-Guided Group Preference Alignment for Diffusion-based Human Mesh Recovery CVPR 2026 VLM-Loc: Localization in Point Cloud Maps via Vision-Language Models CVPR 2026 VLM-PTQ: Efficient Post-Training Quantization for Large Vision-Language Models CVPR 2026 VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents ACL 2026 VLN-NF: Feasibility-Aware Vision-and-Language Navigation with False-Premise Instructions ACL 2026 VL-RouterBench: A Benchmark for Vision-Language Model Routing CVPR 2026 Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination ACL 2026 Vocabulary Scaling Law: Tuning Open-vocabulary Predictors for Their Openness CVPR 2026