Search Results for author: Xiang Yao Ng

Found 2 papers, 1 papers with code

MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding

no code implementations25 Oct 2024 Fengbin Zhu, Ziyang Liu, Xiang Yao Ng, Haohui Wu, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat Seng Chua

Large Vision-Language Models (LVLMs) have achieved remarkable performance in many vision-language tasks, yet their capabilities in fine-grained visual understanding remain insufficiently evaluated.

Benchmarking document understanding +1

MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning

1 code implementation3 Apr 2020 Wentian Li, Xidong Feng, Haotian An, Xiang Yao Ng, Yu-Jin Zhang

In this work, we propose a deep reinforcement learning based method to reconstruct the corrupted images with meaningful pixel-wise operations (e. g. edge enhancing filters), so that the reconstruction process is transparent to users.

compressed sensing Deep Reinforcement Learning +3

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