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visual perception

82 papers

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multimodal learning (4622) vision-language model (2235) multimodal large language model (865) benchmark evaluation (1539) depth estimation (1540) visual reasoning (479) diffusion model (3720) computer vision (735) image segmentation (962) large multimodal model (176)

Papers

Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026
Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026
VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026
Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026
AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems WACV 2026
Scaling Properties of Diffusion Models For Perceptual Tasks CVPR 2025
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning EMNLP 2025
SceneGram: Conceptualizing and Describing Tangrams in Scene Context ACL 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ICCV 2025
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution CVPR 2025
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models WACV 2025
SemVink: Advancing VLMs’ Semantic Understanding of Optical Illusions via Visual Global Thinking EMNLP 2025
VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025
Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models IJCAI 2025
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025
Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025
MS-Glance: Bio-Inspired Non-Semantic Context Vectors and their Applications in Supervising Image Reconstruction WACV 2025
VLind-Bench: Measuring Language Priors in Large Vision-Language Models NAACL 2025
Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025
Textured Mesh Saliency: Bridging Geometry and Texture for Human Perception in 3D Graphics AAAI 2025
MP-GUI: Modality Perception with MLLMs for GUI Understanding CVPR 2025