Vision-Language Models

OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agents ACL 2026 OVI-MAP: Open-Vocabulary Instance-Semantic Mapping CVPR 2026 PA-Attack: Guiding Gray-Box Attacks on LVLM Vision Encoders with Prototypes and Attention CVPR 2026 PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation CVPR 2026 PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning CVPR 2026 ParallelVLM: Lossless Video-LLM Acceleration with Visual Alignment Aware Parallel Speculative Decoding CVPR 2026 PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR ACL 2026 PAS: Prelim Attention Score for Detecting Object Hallucinations in Large Vision-Language Models CVPR 2026 PAVAS: Physics-Aware Video-to-Audio Synthesis CVPR 2026 PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation CVPR 2026 PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning CVPR 2026 PEARL: Geometry Aligns Semantics for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 Perceptual-Evidence Anchored Reinforced Learning for Multimodal Reasoning CVPR 2026 Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving CVPR 2026 Personalized Image Descriptions from Attention Sequences CVPR 2026 PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting CVPR 2026 P-Flow: Prompting Visual Effects Generation CVPR 2026 PhotoFramer: Multi-modal Image Composition Instruction CVPR 2026 Phrase-Grounding-Aware Supervised Fine-Tuning for Chart Recognition via Side-Masked Attention CVPR 2026 PhyCo: Learning Controllable Physical Priors for Generative Motion CVPR 2026 Physically Ground Commonsense Knowledge for Articulated Object Manipulation with Analytic Concepts CVPR 2026 PhysX-Anything: Simulation-Ready Physical 3D Assets from Single Image CVPR 2026 Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing CVPR 2026 PinPoint: Evaluation of Composed Image Retrieval with Explicit Negatives, Multi-Image Queries, and Paraphrase Testing CVPR 2026 PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation CVPR 2026