多模态大模型

IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection

Aashish Anantha Ramakrishnan, Aadarsh Anantha Ramakrishnan, Dongwon Lee

机构 * College of Information Sciences and Technology（信息科学与技术学院） ； The Pennsylvania State University（宾夕法尼亚州立大学） ； Department of Computer Science and Engineering（计算机科学与工程系） ； National Institute of Technology, Tiruchirappalli（特里奇里帕利理工学院） 纠错

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

Comments Accepted in the COLM First Workshop on Pragmatic Reasoning in Language Models (PragLM), Montreal, Canada, October 2025, https://sites.google.com/berkeley.edu/praglm

F4-ITS: Fine-grained Feature Fusion for Food Image-Text Search

Raghul Asokan

机构 * HyperVerge 纠错

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

Toward Socially Aware Vision-Language Models: Evaluating Cultural Competence Through Multimodal Story Generation

Arka Mukherjee, Shreya Ghosh

机构 * KIIT Deemed University（KIIT大学） ； Indian Institute of Technology (IIT) Bhubaneswar（印度理工学院（Bhubaneswar分校）） 纠错

专题命中 图文多模态 ：multimodal(title,abstract)；cross-modal(abstract)；分类 cs.CL

Comments Accepted at ASI @ ICCV 2025

Forgotten Polygons: Multimodal Large Language Models are Shape-Blind

William Rudman, Michal Golovanevsky, Amir Bar, Vedant Palit, Yann LeCun, Carsten Eickhoff, Ritambhara Singh

机构 * Brown University（布朗大学） ； Tel Aviv University（特拉维夫大学） ； IIT Kharagpur（印度理工学院卡里帕尔分校） ； New York University（纽约大学） ； University of Tübingen（图宾根大学） 纠错

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

Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC Framework

Ali Can Karaca, M. Enes Ozelbas, Saadettin Berber, Orkhan Karimli, Turabi Yildirim, M. Fatih Amasyali

机构 * Department of Computer Engineering, Yildiz Technical University（计算机工程系，伊兹密尔技术大学） 纠错

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

Comments This work has been submitted to the IEEE Transactions on Geoscience and Remote Sensing journal for possible publication

SEAM: Semantically Equivalent Across Modalities Benchmark for Vision-Language Models

Zhenwei Tang, Difan Jiao, Blair Yang, Ashton Anderson

机构 * Department of Computer Science, University of Toronto（多伦多大学计算机科学系） ； Coolwei AI Lab（Coolwei人工智能实验室） 纠错

专题命中 图文多模态 ：cross-modal(abstract)；image-text(abstract)；分类 cs.CV、cs.AI

Comments COLM 2025

TinyGiantVLM: A Lightweight Vision-Language Architecture for Spatial Reasoning under Resource Constraints

Vinh-Thuan Ly, Hoang M. Truong, Xuan-Huong Nguyen

机构 * University of Science, VNU-HCM（越南胡志明市国家大学） ； Vietnam National University（越南国家大学） 纠错

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

Comments Accepted for presentation at the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025

Journal ref IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Hawaii, 2025

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond

Haiyang Guo, Fanhu Zeng, Fei Zhu, Jiayi Wang, Xukai Wang, Jingang Zhou, Hongbo Zhao, Wenzhuo Liu, Shijie Ma, Da-Han Wang, Xu-Yao Zhang, Cheng-Lin Liu

机构 * School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences（中国科学院大学先进交叉学科学院） ； MAIS, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所MAIS） ； Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science and Innovation, Chinese Academy of Sciences（中国科学院香港科学与创新研究院人工智能与机器人中心） ； School of Computer and Information Engineering, Xiamen University of Technology（厦门理工大学计算机与信息工程学院） 纠错

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

Comments Preprint

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining

Ruiqi Wu, Na Su, Chenran Zhang, Tengfei Ma, Tao Zhou, Zhiting Cui, Nianfeng Tang, Tianyu Mao, Yi Zhou, Wen Fan, Tianxing Wu, Shenqi Jing, Huazhu Fu

机构 * School of Computer Science and Engineering, Southeast University（东南大学计算机科学与工程学院） ； Department of Ophthalmology, The First Affiliated Hospital of Nanjing Medical University（南京医科大学第一附属医院眼科部） ； School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； Institute of High-Performance Computing, Agency for Science, Technology and Research（科技研究局高性能计算研究所） 纠错

专题命中 图文多模态 ：image-text(abstract)；分类 cs.CV