"pixel-level understanding" Papers

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Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want

Weifeng Lin, Xinyu Wei, Ruichuan An et al.

ICLR 2025arXiv:2403.20271
87
citations

LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models

Haiwen Huang, Anpei Chen, Volodymyr Havrylov et al.

ICCV 2025arXiv:2504.14032
12
citations

UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning

Ye Liu, Zongyang Ma, Junfu Pu et al.

NEURIPS 2025arXiv:2509.18094
4
citations

Osprey: Pixel Understanding with Visual Instruction Tuning

Yuqian Yuan, Wentong Li, Jian liu et al.

CVPR 2024arXiv:2312.10032
149
citations