168 citations · 467 across the 47 of their papers we have counts for
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cs.MM2023★ 1 cited
mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
Anwen Hu, Yaya Shi, Haiyang Xu +7
Recently, the strong text creation ability of Large Language Models(LLMs) has given rise to many tools for assisting paper reading or even writing. However, the weak diagram analys…
cs.MM2023★ 1 cited
COPA: Efficient Vision-Language Pre-training Through Collaborative Object- and Patch-Text Alignment
Chaoya Jiang, Haiyang Xu, Wei Ye +7
Vision-Language Pre-training (VLP) methods based on object detection enjoy the rich knowledge of fine-grained object-text alignment but at the cost of computationally expensive inf…
cs.MM2021★ 6 cited
Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training
Ming Yan, Haiyang Xu, Chenliang Li +4
Existing approaches to vision-language pre-training (VLP) heavily rely on an object detector based on bounding boxes (regions), where salient objects are first detected from images…