多模态大模型

InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection

Junjie Chen, Hang Yu, Subin Huang, Sanmin Liu, Linfeng Zhang

机构 * Anhui Polytechnic University（安徽理工大学） ； Shanghai University（上海大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

Comments ACM TOMM; Code and data are available at https://github.com/CoderChen01/InterCLIP-MEP

VLF-MSC: Vision-Language Feature-Based Multimodal Semantic Communication System

Gwangyeon Ahn, Jiwan Seo, Joonhyuk Kang

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

Comments To appear in the AI4NextG Workshop at NeurIPS 2025

LISA: A Layer-wise Integration and Suppression Approach for Hallucination Mitigation in Multimodal Large Language Models

Zhihui Guo, Xin Man, Hui Xu, Jie Shao, Zhiguo Jiang, Xianchao Zhang, Heng Tao Shen

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

Rethinking Visual Information Processing in Multimodal LLMs

Dongwan Kim, Viresh Ranjan, Takashi Nagata, Arnab Dhua, Amit Kumar K C

机构 * Seoul National University（首尔国立大学） ； Amazon（亚马逊） 纠错

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

Remodeling Semantic Relationships in Vision-Language Fine-Tuning

Xiangyang Wu, Liu Liu, Baosheng Yu, Jiayan Qiu, Zhenwei Shi

机构 * Hangzhou International Innovation Institute, Beihang University（北京航空航天大学杭州国际创新研究院） ； School of Artificial Intelligence, Beihang University（北京航空航天大学人工智能学院） ； Nanyang Technological University（南洋理工大学） ； University of Leicester（莱斯特大学） ； School of Astronautics, Beihang University（北京航空航天大学航天学院） 纠错

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

Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models

Satoshi Suzuki, Shin'ya Yamaguchi, Shoichiro Takeda, Taiga Yamane, Naoki Makishima, Naotaka Kawata, Mana Ihori, Tomohiro Tanaka, Shota Orihashi, Ryo Masumura

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

Comments Accepted by AAAI 2026

MTAttack: Multi-Target Backdoor Attacks against Large Vision-Language Models

Zihan Wang, Guansong Pang, Wenjun Miao, Jin Zheng, Xiao Bai

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

Comments AAAI2026, with supplementary material

HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models

Liheng Zhang, Jin Wang, Hui Li, Bingfeng Zhang, Weifeng Liu

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

Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies

Peng Gao, Yujian Lee, Xiaofeng Zhang, Zailong Chen, Hui Zhang

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

Comments Accepted in AAAI 2026