多模态大模型

Bangla-Bayanno: A 52K-Pair Bengali Visual Question Answering Dataset with LLM-Assisted Translation Refinement

Mohammed Rakibul Hasan, Rafi Majid, Ahanaf Tahmid

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.CL

NPHardEval4V: Dynamic Evaluation of Large Vision-Language Models with Effects of Vision

Xiang Li, Wenyue Hua, Kaijie Zhu, Lingyao Li, Haoyang Ling, Jinkui Chi, Qi Dou, Jindong Wang, Yongfeng Zhang, Xin Ma, Lizhou Fan

机构 * Shandong University, School of Control Science ； Rutgers University, Department of Computer Science 110 Frelinghuysen Road Piscataway New Brunswick NJ USA 08854 ； University of California, Santa Barbara 1210 Cheadle Hall Santa Barbara California USA 93106 ； University of Michigan, School of Information 500 S State St Ann Arbor Michigan USA 48109 ； The Chinese University of Hong Kong, Department of Computer Science ； The College of William \& Mary, School of Computing, Data Sciences \& Physics 200 Stadium Dr Williamsburg Virginia USA 23185 ； The Chinese University of Hong Kong, Department of Psychiatry 9 Chuen On Rd Tai Po New Territories Hong Kong SAR, China 999077 ； Rutgers University, Department of Computer Science ； University of California, Santa Barbara ； University of Michigan, School of Information ； The College of William \& Mary, School of Computing, Data Sciences \& Physics ； The Chinese University of Hong Kong, Department of Psychiatry 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV、cs.CL

Comments 25 pages, 9 figures, 2 tables

Seeing Like a Designer Without One: A Study on Unsupervised Slide Quality Assessment via Designer Cue Augmentation

Tai Inui, Steven Oh, Magdeline Kuan

机构 * Waseda University（早稻田大学） 纠错

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

Comments 6 pages

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Weiyun Wang, Zhangwei Gao, Lixin Gu, Hengjun Pu, Long Cui, Xingguang Wei, Zhaoyang Liu, Linglin Jing, Shenglong Ye, Jie Shao, Zhaokai Wang, Zhe Chen, Hongjie Zhang, Ganlin Yang, Haomin Wang, Qi Wei, Jinhui Yin, Wenhao Li, Erfei Cui, Guanzhou Chen, Zichen Ding, Changyao Tian, Zhenyu Wu, Jingjing Xie, Zehao Li, Bowen Yang, Yuchen Duan, Xuehui Wang, Zhi Hou, Haoran Hao, Tianyi Zhang, Songze Li, Xiangyu Zhao, Haodong Duan, Nianchen Deng, Bin Fu, Yinan He, Yi Wang, Conghui He, Botian Shi, Junjun He, Yingtong Xiong, Han Lv, Lijun Wu, Wenqi Shao, Kaipeng Zhang, Huipeng Deng, Biqing Qi, Jiaye Ge, Qipeng Guo, Wenwei Zhang, Songyang Zhang, Maosong Cao, Junyao Lin, Kexian Tang, Jianfei Gao, Haian Huang, Yuzhe Gu, Chengqi Lyu, Huanze Tang, Rui Wang, Haijun Lv, Wanli Ouyang, Limin Wang, Min Dou, Xizhou Zhu, Tong Lu, Dahua Lin, Jifeng Dai, Weijie Su, Bowen Zhou, Kai Chen, Yu Qiao, Wenhai Wang, Gen Luo

机构 * Shanghai AI Laboratory（上海人工智能实验室） 纠错

专题命中 多模态Agent ：multimodal(title,abstract)；分类 cs.CV

Survey of Specialized Large Language Model

Chenghan Yang, Ruiyu Zhao, Yang Liu, Ling Jiang

机构 * Xiaoduo AI（小多AI） ； Shanghai Jiao Tong University（上海交通大学） ； East China University of Science and Technology（东华大学） 纠错

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 1 figures

Edge Agentic AI Framework for Autonomous Network Optimisation in O-RAN

Abdelaziz Salama, Zeinab Nezami, Mohammed M. H. Qazzaz, Maryam Hafeez, Syed Ali Raza Zaidi

专题命中 多模态Agent ：multimodal(abstract)

Journal ref IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025

Analyzing Character Representation in Media Content using Multimodal Foundation Model: Effectiveness and Trust

Evdoxia Taka, Debadyuti Bhattacharya, Joanne Garde-Hansen, Sanjay Sharma, Tanaya Guha

机构 * University of Glasgow（格拉斯哥大学） ； University of Leeds（利兹大学） ； University of Warwick（沃里克大学） 纠错

专题命中 多模态训练与对齐 ：multimodal(title)；multimodal foundation model(title)；分类 cs.AI

Multimodal Prototype Alignment for Semi-supervised Pathology Image Segmentation

Mingxi Fu, Fanglei Fu, Xitong Ling, Huaitian Yuan, Tian Guan, Yonghong He, Lianghui Zhu

机构 * Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） 纠错

专题命中 多模态训练与对齐 ：multimodal(title,abstract)；分类 cs.CV、cs.AI

LDRFusion: A LiDAR-Dominant multimodal refinement framework for 3D object detection

Jijun Wang, Yan Wu, Yujian Mo, Junqiao Zhao, Jun Yan, Yinghao Hu

机构 * School of Computer Science and Technology, Tongji University, Shanghai 201804, China（计算机科学与技术学院，同济大学，上海） ； School of Electronics and Information Engineering, Tongji University, Shanghai 201804, China（电子信息工程学院，同济大学，上海） 纠错

专题命中 多模态训练与对齐 ：multimodal(title)；分类 cs.CV

Apple Intelligence Foundation Language Models: Tech Report 2025

Ethan Li, Anders Boesen Lindbo Larsen, Chen Zhang, Xiyou Zhou, Jun Qin, Dian Ang Yap, Narendran Raghavan, Xuankai Chang, Margit Bowler, Eray Yildiz, John Peebles, Hannah Gillis Coleman, Matteo Ronchi, Peter Gray, Keen You, Anthony Spalvieri-Kruse, Ruoming Pang, Reed Li, Yuli Yang, Emad Soroush, Zhiyun Lu, Crystal Xiao, Rong Situ, Jordan Huffaker, David Griffiths, Zaid Ahmed, Peng Zhang, Daniel Parilla, Asaf Liberman, Jennifer Mallalieu, Parsa Mazaheri, Qibin Chen, Manjot Bilkhu, Aonan Zhang, Eric Wang, Dave Nelson, Michael FitzMaurice, Thomas Voice, Jeremy Liu, Josh Shaffer, Shiwen Zhao, Prasanth Yadla, Farzin Rasteh, Pengsheng Guo, Arsalan Farooq, Jeremy Snow, Stephen Murphy, Tao Lei, Minsik Cho, George Horrell, Sam Dodge, Lindsay Hislop, Sumeet Singh, Alex Dombrowski, Aiswarya Raghavan, Sasha Sirovica, Mandana Saebi, Faye Lao, Max Lam, TJ Lu, Zhaoyang Xu, Karanjeet Singh, Marc Kirchner, David Mizrahi, Rajat Arora, Haotian Zhang, Henry Mason, Lawrence Zhou, Yi Hua, Ankur Jain, Felix Bai, Joseph Astrauskas, Floris Weers, Josh Gardner, Mira Chiang, Yi Zhang, Pulkit Agrawal, Tony Sun, Quentin Keunebroek, Matthew Hopkins, Bugu Wu, Tao Jia, Chen Chen, Xingyu Zhou, Nanzhu Wang, Peng Liu, Ruixuan Hou, Rene Rauch, Yuan Gao, Afshin Dehghan, Jonathan Janke, Zirui Wang, Cha Chen, Xiaoyi Ren, Feng Nan, Josh Elman, Dong Yin, Yusuf Goren, Jeff Lai, Yiran Fei, Syd Evans, Muyang Yu, Guoli Yin, Yi Qin, Erin Feldman, Isha Garg, Aparna Rajamani, Karla Vega, Walker Cheng, TJ Collins, Hans Han, Raul Rea Menacho, Simon Yeung, Sophy Lee, Phani Mutyala, Ying-Chang Cheng, Zhe Gan, Sprite Chu, Justin Lazarow, Alessandro Pappalardo, Federico Scozzafava, Jing Lu, Erik Daxberger, Laurent Duchesne, Jen Liu, David Güera, Stefano Ligas, Mary Beth Kery, Brent Ramerth, Ciro Sannino, Marcin Eichner, Haoshuo Huang, Rui Qian, Moritz Schwarzer-Becker, David Riazati, Mingfei Gao, Bailin Wang, Jack Cackler, Yang Lu, Ransen Niu, John Dennison, Guillaume Klein, Jeffrey Bigham, Deepak Gopinath, Navid Shiee, Darren Botten, Guillaume Tartavel, Alex Guillen Garcia, Sam Xu, Victoria MönchJuan Haladjian, Zi-Yi Dou, Matthias Paulik, Adolfo Lopez Mendez, Zhen Li, Hong-You Chen, Chao Jia, Dhaval Doshi, Zhengdong Zhang, Raunak Manjani, Aaron Franklin, Zhile Ren, David Chen, Artsiom Peshko, Nandhitha Raghuram, Hans Hao, Jiulong Shan, Kavya Nerella, Ramsey Tantawi, Vivek Kumar, Saiwen Wang, Brycen Wershing, Bhuwan Dhingra, Dhruti Shah, Ob Adaranijo, Xin Zheng, Tait Madsen, Hadas Kotek, Chang Liu, Yin Xia, Hanli Li, Suma Jayaram, Yanchao Sun, Ahmed Fakhry, Vasileios Saveris, Dustin Withers, Yanghao Li, Alp Aygar, Andres Romero Mier Y Teran, Kaiwei Huang, Mark Lee, Xiujun Li, Yuhong Li, Tyler Johnson, Jay Tang, Joseph Yitan Cheng, Futang Peng, Andrew Walkingshaw, Lucas Guibert, Abhishek Sharma, Cheng Shen, Piotr Maj, Yasutaka Tanaka, You-Cyuan Jhang, Vivian Ma, Tommi Vehvilainen, Kelvin Zou, Jeff Nichols, Matthew Lei, David Qiu, Yihao Qian, Gokul Santhanam, Wentao Wu, Yena Han, Dominik Moritz, Haijing Fu, Mingze Xu, Vivek Rathod, Jian Liu, Louis D'hauwe, Qin Ba, Haitian Sun, Haoran Yan, Philipp Dufter, Anh Nguyen, Yihao Feng, Emma Wang, Keyu He, Rahul Nair, Sanskruti Shah, Jiarui Lu, Patrick Sonnenberg, Jeremy Warner, Yuanzhi Li, Bowen Pan, Ziyi Zhong, Joe Zhou, Sam Davarnia, Olli Saarikivi, Irina Belousova, Rachel Burger, Shang-Chen Wu, Di Feng, Bas Straathof, James Chou, Yuanyang Zhang, Marco Zuliani, Eduardo Jimenez, Abhishek Sundararajan, Xianzhi Du, Chang Lan, Nilesh Shahdadpuri, Peter Grasch, Sergiu Sima, Josh Newnham, Varsha Paidi, Jianyu Wang, Kaelen Haag, Alex Braunstein, Daniele Molinari, Richard Wei, Brenda Yang, Nicholas Lusskin, Joanna Arreaza-Taylor, Meng Cao, Nicholas Seidl, Simon Wang, Jiaming Hu, Yiping Ma, Mengyu Li, Kieran Liu, Hang Su, Sachin Ravi, Chong Wang, Xin Wang, Kevin Smith, Haoxuan You, Binazir Karimzadeh, Rui Li, Jinhao Lei, Wei Fang, Alec Doane, Sam Wiseman, Ismael Fernandez, Jane Li, Andrew Hansen, Javier Movellan, Christopher Neubauer, Hanzhi Zhou, Chris Chaney, Nazir Kamaldin, Valentin Wolf, Fernando Bermúdez-Medina, Joris Pelemans, Peter Fu, Howard Xing, Xiang Kong, Wayne Shan, Gabriel Jacoby-Cooper, Dongcai Shen, Tom Gunter, Guillaume Seguin, Fangping Shi, Shiyu Li, Yang Xu, Areeba Kamal, Dan Masi, Saptarshi Guha, Qi Zhu, Jenna Thibodeau, Changyuan Zhang, Rebecca Callahan, Charles Maalouf, Wilson Tsao, Boyue Li, Qingqing Cao, Naomy Sabo, Cheng Leong, Yi Wang, Anupama Mann Anupama, Colorado Reed, Kenneth Jung, Zhifeng Chen, Mohana Prasad Sathya Moorthy, Yifei He, Erik Hornberger, Devi Krishna, Senyu Tong, Michael, Lee, David Haldimann, Yang Zhao, Bowen Zhang, Chang Gao, Chris Bartels, Sushma Rao, Nathalie Tran, Simon Lehnerer, Co Giang, Patrick Dong, Junting Pan, Biyao Wang, Dongxu Li, Mehrdad Farajtabar, Dongseong Hwang, Grace Duanmu, Eshan Verma, Sujeeth Reddy, Qi Shan, Hongbin Gao, Nan Du, Pragnya Sridhar, Forrest Huang, Yingbo Wang, Nikhil Bhendawade, Diane Zhu, Sai Aitharaju, Fred Hohman, Lauren Gardiner, Chung-Cheng Chiu, Yinfei Yang, Alper Kokmen, Frank Chu, Ke Ye, Kaan Elgin, Oron Levy, John Park, Donald Zhang, Eldon Schoop, Nina Wenzel, Michael Booker, Hyunjik Kim, Chinguun Erdenebileg, Nan Dun, Eric Liang Yang, Priyal Chhatrapati, Vishaal Mahtani, Haiming Gang, Kohen Chia, Deepa Seshadri, Donghan Yu, Yan Meng, Kelsey Peterson, Zhen Yang, Yongqiang Wang, Carina Peng, Doug Kang, Anuva Agarwal, Albert Antony, Juan Lao Tebar, Albin Madappally Jose, Regan Poston, Andy De Wang, Gerard Casamayor, Elmira Amirloo, Violet Yao, Wojciech Kryscinski, Kun Duan, Lezhi L

机构 * Apple Intelligence Foundation（苹果智能基金会） 纠错

专题命中 多模态训练与对齐 ：multimodal(abstract)；分类 cs.AI

OPAL: Visibility-aware LiDAR-to-OpenStreetMap Place Recognition via Adaptive Radial Fusion

Shuhao Kang, Martin Y. Liao, Yan Xia, Olaf Wysocki, Boris Jutzi, Daniel Cremers

机构 * Technical University of Munich（慕尼黑技术大学） ； Wuhan University（武汉大学） ； University of Science and Technology of China（中国科学技术大学） ； University of Cambridge（剑桥大学） ； Karlsruhe Institute of Technology（卡尔斯鲁厄理工学院） 纠错

专题命中 多模态训练与对齐 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted by CoRL 2025

Leveraging Language Models and Machine Learning in Verbal Autopsy Analysis

Yue Chu

机构 * Department of Sociology（社会学系） 纠错

专题命中 多模态训练与对齐 ：multimodal(abstract)；分类 cs.CL

Comments Ph.D. dissertation submitted to The Ohio State University, August 2025

TopoBind: Multi-Modal Prediction of Antibody-Antigen Binding Free Energy via Sequence Embeddings and Structural Topology

Ciyuan Yu, Hongzong Li, Jiahao Ma, Shiqin Tang, Ye-Fan Hu, Jian-Dong Huang

专题命中 其他多模态 ：multi-modal(title)

Comments 17 pages, 9 figures

Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search

Fei Liu, Qingfu Zhang, Jialong Shi, Xialiang Tong, Kun Mao, Mingxuan Yuan

机构 * Department of Computer Science, City University of Hong Kong（香港城市大学计算机科学系） ； School of Mathematics and Statistics, Xi’ an Jiaotong University（西安交通大学数学与统计学学院） ； HUAWEI Noah’s Ark Lab（华为诺亚实验室） ； Huawei Cloud EI Service Product Department（华为云EI服务产品部） 纠错

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI