"visual comprehension" Papers

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Paper Type

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Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens

Kaihang Pan, Wang Lin, Zhongqi Yue et al.

CVPR 2025arXiv:2504.14666
20
citations

Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning

Kaihang Pan, Yang Wu, Wendong Bu et al.

NEURIPS 2025arXiv:2506.01480
7
citations

LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance

Zhang Li, Biao Yang, Qiang Liu et al.

ICCV 2025arXiv:2507.06272
1
citations

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models

Hongbo Liu, Jingwen He, Yi Jin et al.

NEURIPS 2025arXiv:2506.21356
7
citations

Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Yexin Liu, Zhengyang Liang, Yueze Wang et al.

CVPR 2025arXiv:2406.10638
19
citations

Auto-Encoding Morph-Tokens for Multimodal LLM

Kaihang Pan, Siliang Tang, Juncheng Li et al.

ICML 2024spotlightarXiv:2405.01926
32
citations