Vision-Language Models

Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining CVPR 2026 Improving Vision-language Models with Perception-centric Process Reward Models CVPR 2026 INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs ACL 2026 InfiniBench: Infinite Benchmarking for Visual Spatial Reasoning with Customizable Scene Complexity CVPR 2026 InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning ACL 2026 InsCal: Calibrated Multi-Source Fully Test-Time Prompt Tuning for Object Detection CVPR 2026 INSIGHT Bench: Towards Grounded IN-SItu Guidance for Robotic ManipulaTion CVPR 2026 InstAP: Instance-Aware Vision-Language Pre-Train for Spatial-Temporal Understanding CVPR 2026 Interactive Episodic Memory with User Feedback CVPR 2026 Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment CVPR 2026 Interpretable Debiasing of Vision-Language Models for Social Fairness CVPR 2026 InterRVOS: Interaction-Aware Referring Video Object Segmentation CVPR 2026 IntroSVG: Learning from Rendering Feedback for Text-to-SVG Generation via an Introspective Generator-Critic Framework CVPR 2026 Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ACL 2026 “I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026 iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception CVPR 2026 Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation CVPR 2026 IVAAN: Instance-level Vision-Language Alignment via Attribute-Guided Text Prompts Generation for Nuclei Analysis CVPR 2026 Jailbreaking Vision-Language Models via Dissonance-Guided Suffix Optimization and Image-Phrase Injection CVPR 2026 Joint-Aligned Latent Action: Towards Scalable VLA Pretraining in the Wild CVPR 2026 JoPPO: Hierarchical Photography Assessment via Contrastive Joint Conditional Probabilistic Reinforcement Learning CVPR 2026 Keep it SymPL: Symbolic Projective Layout for Allocentric Spatial Reasoning in Vision-Language Models CVPR 2026 KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ACL 2026 Kontinuous Kontext: Continuous Strength Control for Instruction-based Image Editing CVPR 2026 KVSmooth: Mitigating Hallucination in Multi-modal Large Language Models through Key-Value Smoothing CVPR 2026