多模态大模型

ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection

Ziying Song, Hongyu Pan, Feiyang Jia, Yongchang Zhang, Lin Liu, Lei Yang, Shaoqing Xu, Peiliang Wu, Caiyan Jia, Zheng Zhang, Yadan Luo

机构 * School of Computer Science & Technology, Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University（计算机科学与技术学院，北京交通大数据挖掘与具身智能重点实验室，北京交通大学） ； Horizon Robotics ； Nanyang Technological University（南洋理工大学） ； University of Macau（澳门大学） ； School of Information Science and Engineering, Yanshan University（信息科学与工程学院，燕山大学） ； School of Computer Science and Technology, Harbin Institute of Technology（计算机科学与技术学院，哈尔滨理工大学） ； School of Information Technology and Electrical Engineering, The University of Queensland（信息技术与电气工程学院，昆士兰大学） 纠错

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

Comments 12 pages, 3 figures

Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder

Jingchao Wang, Zhijian Wu, Dingjiang Huang, Yefeng Zheng, Hong Wang

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

Comments 9 pages, 4 figures

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Nathan Painchaud, Jérémie Stym-Popper, Pierre-Yves Courand, Nicolas Thome, Pierre-Marc Jodoin, Nicolas Duchateau, Olivier Bernard

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

Comments 13 pages + 2 pages of supplementary material, accepted for publication in IEEE TUFFC

Backdooring Self-Supervised Contrastive Learning by Noisy Alignment

Tuo Chen, Jie Gui, Minjing Dong, Ju Jia, Lanting Fang, Jian Liu

机构 * Southeast University（东南大学） ； Purple Mountain Laboratories（紫金山实验室） ； Ant Group（蚂蚁集团） ； City University of Hong Kong（香港城市大学） ； Beijing Institute of Technology（北京理工大学） 纠错

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

Comments Accepted by ICCV 2025

Self-Supervised Sparse Sensor Fusion for Long Range Perception

Edoardo Palladin, Samuel Brucker, Filippo Ghilotti, Praveen Narayanan, Mario Bijelic, Felix Heide

机构 * Torc Robotics（Torc机器人公司） ； Princeton University（普林斯顿大学） 纠错

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

Automatic Image Colorization with Convolutional Neural Networks and Generative Adversarial Networks

Changyuan Qiu, Hangrui Cao, Qihan Ren, Ruiyu Li, Yuqing Qiu

机构 * University of Michigan（密歇根大学） 纠错

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV、cs.AI

Comments All authors have equal authorship and equal contribution, ranked in alphabetic order. First version of this paper was completed and published in 2021