视觉大模型 / VLM

Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling

Adam Hazimeh, Ke Wang, Mark Collier, Gilles Baechler, Efi Kokiopoulou, Pascal Frossard

专题命中 文档图表理解 ：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV、cs.AI、cs.LG

TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing

Jongha Kim, Minseong Bae, Sanghyeok Lee, Jinsung Yoon, Hyunwoo J. Kim

机构 * Korea University（韩国大学） 纠错

专题命中 文档图表理解 ：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV

Comments AAAI 2026 (Main Technical Track)

Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi

机构 * CVIT, Kohli Centre for Intelligent Systems, IIIT Hyderabad（IIIT海得拉尔计算机视觉研究所、Kohli智能系统中心） ； Adobe Research, Bengaluru（Adobe研究） 纠错

专题命中 文档图表理解 ：vision-language model(abstract)；分类 cs.CV

Comments 25 pages, 21 figures