多模态大模型

A Closer Look at Multimodal Representation Collapse

Abhra Chaudhuri, Anjan Dutta, Tu Bui, Serban Georgescu

机构 * Fujitsu Research of Europe（富士通欧洲研究） 纠错

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

Comments International Conference on Machine Learning (ICML) 2025 (Spotlight)

FLUID: Flow-Latent Unified Integration via Token Distillation for Expert Specialization in Multimodal Learning

Van Duc Cuong, Ta Dinh Tam, Tran Duc Chinh, Nguyen Thi Hanh

机构 * Hanoi University of Science and Technology（河内科学技术大学） ； Faculty of Interdisciplinary Digital Technology（跨学科数字技术学院） ； PHENIKAA University（PHENIKAA大学） 纠错

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

LSVG: Language-Guided Scene Graphs with 2D-Assisted Multi-Modal Encoding for 3D Visual Grounding

Feng Xiao, Hongbin Xu, Guocan Zhao, Wenxiong Kang

机构 * School of Automation Science and Engineering, South China University of Technology（自动化科学与工程学院，华南理工大学） ； School of Future Technology, South China University of Technology（未来技术学院，华南理工大学） 纠错

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

HOID-R1: Reinforcement Learning for Open-World Human-Object Interaction Detection Reasoning with Multimodal Large Language Model

Zhenhao Zhang, Hanqing Wang, Xiangyu Zeng, Ziyu Cheng, Jiaxin Liu, Haoyu Yan, Zhirui Liu, Kaiyang Ji, Tianxiang Gui, Ke Hu, Kangyi Chen, Yahao Fan, Mokai Pan

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

Training-free Dimensionality Reduction via Feature Truncation: Enhancing Efficiency in Privacy-preserving Multi-Biometric Systems

Florian Bayer, Maximilian Russo, Christian Rathgeb

机构 * Hochschule Darmstadt（达姆斯塔特应用技术大学） 纠错

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