多模态大模型

RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models

Yeongtak Oh, Dohyun Chung, Juhyeon Shin, Sangha Park, Johan Barthelemy, Jisoo Mok, Sungroh Yoon

专题命中 图文多模态 ：multi-modal(title,abstract)；MLLM(abstract)；分类 cs.CV

Comments Accepted to NeurIPS 2025

Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models

Qihang Ma, Shengyu Li, Jie Tang, Dingkang Yang, Shaodong Chen, Yingyi Zhang, Chao Feng, Jiao Ran

机构 * ByteDance Douyin Content Group（字节跳动抖音内容团队） 纠错

专题命中 图文多模态 ：multi-modal(title,abstract)；分类 cs.CV

Comments EMNLP2025. Code is avaible at https://github.com/bytedance/DynamicCoT

CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models

Aneesh Komanduri, Karuna Bhaila, Xintao Wu

机构 * Department of Electrical Engineering and Computer Science University of Arkansas（电气工程与计算机科学系 奎萨克大学） 纠错

专题命中 图文多模态 ：multi-modal(abstract)；分类 cs.CL、cs.AI

Comments Accepted to the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025 Main)

Robustness in Both Domains: CLIP Needs a Robust Text Encoder

Elias Abad Rocamora, Christian Schlarmann, Naman Deep Singh, Yongtao Wu, Matthias Hein, Volkan Cevher

专题命中 图文多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Comments Accepted in NeurIPS 2025

Provably Robust Adaptation for Language-Empowered Foundation Models

Yuni Lai, Xiaoyu Xue, Linghui Shen, Yulun Wu, Gaolei Li, Song Guo, Kai Zhou, Bin Xiao

机构 * Department of Computing, The Hong Kong Polytechnic University（香港理工大学计算机系） ； College of Systems and Engineering, National University of Defense Technology（国防科技大学系统工程学院） ； School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University（上海交通大学电子信息与电气工程学院） ； Department of Computer Science and Engineering, Hong Kong University of Science and Technology（香港科技大学计算机科学与工程系） 纠错

专题命中 图文多模态 ：multimodal(abstract)；分类 cs.AI

Comments 19 pages