visual perception

AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems WACV 2026 Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning ACL 2026 Do VLMs Perceive or Recall? Probing Visual Perception vs. Memory with Classic Visual Illusions CVPR 2026 Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models CVPR 2026 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026 Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design CVPR 2026 GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking CVPR 2026 GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents CVPR 2026 Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026 LiDAS: Lighting-driven Dynamic Active Sensing for Nighttime Perception CVPR 2026 OddGridBench: Exposing the Lack of Fine-Grained Visual Discrepancy Sensitivity in Multimodal Large Language Models CVPR 2026 Omni-I2C: A Holistic Benchmark for High-Fidelity Image-to-Code Generation ACL 2026 Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026 UniPercept: A Unified Diffusion Model for Generalizable Visual Perception CVPR 2026 VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026 When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026 Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception ICLR 2025 Are Large Vision Language Models Good Game Players? ICLR 2025 Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025 Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025 CoRI: Communication of Robot Intent for Physical Human-Robot Interaction CoRL 2025 Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025 DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution CVPR 2025 GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning EMNLP 2025 Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models IJCAI 2025