视觉大模型 / VLM

When Vision-Language Model (VLM) Meets Beam Prediction: A Multimodal Contrastive Learning Framework

Ji Wang, Bin Tang, Jian Xiao, Qimei Cui, Xingwang Li, Tony Q. S. Quek

专题命中 VLM训练与架构 ：vision-language model(title,abstract)；VLM(title,abstract)；grounding(abstract)

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models

Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua

专题命中 VLM训练与架构 ：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV

Fine-Grained VLM Fine-tuning via Latent Hierarchical Adapter Learning

Yumiao Zhao, Bo Jiang, Yuhe Ding, Xiao Wang, Jin Tang, Bin Luo

机构 * Information Materials and Intelligent Sensing Laboratory of Anhui Province（安徽省信息材料与智能感知实验室） ； Anhui Provincial Key Laboratory of Multimodal Cognitive Computation（安徽省多模态认知计算重点实验室） ； School of Computer Science and Technology, Anhui University（安徽大学计算机科学与技术学院） 纠错

专题命中 VLM训练与架构 ：VLM(title)；vision-language model(abstract)；分类 cs.CV

Better Supervised Fine-tuning for VQA: Integer-Only Loss

Baihong Qian, Haotian Fan, Wenjie Liao, Yunqiu Wang, Tao Li, Junhui Cui

机构 * ByteDance（字节跳动） 纠错

专题命中 VLM训练与架构 ：vision language model(abstract)；VLM(abstract)；分类 cs.CV、cs.AI

From Explainable to Explained AI: Ideas for Falsifying and Quantifying Explanations

Yoni Schirris, Eric Marcus, Jonas Teuwen, Hugo Horlings, Efstratios Gavves

机构 * Netherlands Cancer Institute University of Amsterdam（荷兰癌症研究所 阿姆斯特丹大学） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV、cs.AI

Comments 10 pages, 2 figures, 2 tables, submitted at MICCAI IMIMIC workshop

Compositional Zero-shot Learning via Progressive Language-based Observations

Lin Li, Guikun Chen, Zhen Wang, Jun Xiao, Long Chen

机构 * AI Chip Center for Emerging Smart Systems（新兴智能系统人工智能芯片中心） ； The Hong Kong University of Science（香港科学大学） ； Zhejiang University College of Computer Science（浙江大学计算机科学学院） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV