视觉大模型 / VLM

SurgWound-Bench: A Benchmark for Surgical Wound Diagnosis

Jiahao Xu, Changchang Yin, Odysseas Chatzipanagiotou, Diamantis Tsilimigras, Kevin Clear, Bingsheng Yao, Dakuo Wang, Timothy Pawlik, Ping Zhang

机构 * The Ohio State University（俄亥俄州立大学） ； The Ohio State University Wexner Medical Center（俄亥俄州立大学韦克斯纳医学中心） ； Northeastern University（东北大学） 纠错

专题命中 视觉问答 ：visual question answering(abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding

Yanlai Yang, Zhuokai Zhao, Satya Narayan Shukla, Aashu Singh, Shlok Kumar Mishra, Lizhu Zhang, Mengye Ren

机构 * Meta AI ； New York University（纽约大学） 纠错

专题命中 视觉问答 ：multimodal large language model(abstract)；分类 cs.CV、cs.AI

Comments 15 pages, 3 figures

ABC: Achieving Better Control of Multimodal Embeddings using VLMs

Benjamin Schneider, Florian Kerschbaum, Wenhu Chen

机构 * University of Waterloo（滑铁卢大学） 纠错

专题命中 视觉问答 ：vision-language model(abstract)；分类 cs.CV、cs.LG

Comments TMLR 2025

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools

Shivani Upadhyay, Messiah Ataey, Syed Shariyar Murtaza, Yifan Nie, Jimmy Lin

专题命中 视觉问答 ：MLLM(abstract)

Comments 15 pages, 5 figures, 9 tables