多模态信息融合

PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts

Kun Guo, Qiang Ling

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

Comments Accepted by AAAI 2025

Optimizing Multitask Industrial Processes with Predictive Action Guidance

Naval Kishore Mehta, Arvind, Shyam Sunder Prasad, Sumeet Saurav, Sanjay Singh

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision

Cong Duan, Zixuan Liu, Jiahao Xia, Minghai Zhang, Jiacai Liao, Libo Cao

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Comments This paper has been accepted for IEEE Transactions on Intelligent Vehicles

CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control

Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Ray, Bo Zhou, Paul Lukowicz

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.RO

Journal ref 2024 Springer, Cham

Integrated Sensing and Communication Enabled Cooperative Passive Sensing Using Mobile Communication System

Zhiqing Wei, Haotian Liu, Hujun Li, Wangjun Jiang, Zhiyong Feng, Huici Wu, Ping Zhang

专题命中 融合架构与评测 ：information fusion(abstract)；分类 eess.SP

Comments 16 pages, 11 figures, has published in IEEE Transactions on Mobile Computing

MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection

Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Jiazhou Zhou, Lin Wang, Xuming Hu

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

Exploring Enhanced Contextual Information for Video-Level Object Tracking

Ben Kang, Xin Chen, Simiao Lai, Yang Liu, Yi Liu, Dong Wang

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Comments This paper was accepted by AAAI2025

CATALOG: A Camera Trap Language-guided Contrastive Learning Model

Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

Enriching Multimodal Sentiment Analysis through Textual Emotional Descriptions of Visual-Audio Content

Sheng Wu, Xiaobao Wang, Longbiao Wang, Dongxiao He, Jianwu Dang

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Journal ref AAAI 2025

Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages

Abd Ur Rehman, Azka Rehman, Muhammad Usman, Abdullah Shahid, Sung-Min Gho, Aleum Lee, Tariq M. Khan, Imran Razzak

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis

Rui Zhou, Yanxia Zhang, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Matt Klenk, Faez Ahmed

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

RetCompletion:High-Speed Inference Image Completion with Retentive Network

Yueyang Cang, Pingge Hu, Xiaoteng Zhang, Xingtong Wang, Yuhang Liu, Li Shi

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution

Ao Li, Le Zhang, Yun Liu, Ce Zhu

专题命中 融合架构与评测 ：hybrid fusion(abstract)；分类 cs.CV

Comments Extended CRAFT, accepted by TPAMI

On Moving Object Segmentation from Monocular Video with Transformers

Christian Homeyer, Christoph Schnörr

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

Comments WICCV2023

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision 2023 (880--891)

Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention

Peng Li, Yuan Liu, Xiaoxiao Long, Feihu Zhang, Cheng Lin, Mengfei Li, Xingqun Qi, Shanghang Zhang, Wenhan Luo, Ping Tan, Wenping Wang, Qifeng Liu, Yike Guo

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Comments NeurIPS2024

in-Car Biometrics (iCarB) Datasets for Driver Recognition: Face, Fingerprint, and Voice

Vedrana Krivokuca Hahn, Jeremy Maceiras, Alain Komaty, Philip Abbet, Sebastien Marcel

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Comments 8 pages, 13 figures, 4 tables

ST-Align: A Multimodal Foundation Model for Image-Gene Alignment in Spatial Transcriptomics

Yuxiang Lin, Ling Luo, Ying Chen, Xushi Zhang, Zihui Wang, Wenxian Yang, Mengsha Tong, Rongshan Yu

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Fast proxy centers for Jeffreys centroids: The Jeffreys-Fisher-Rao and the inductive Gauss-Bregman centers

Frank Nielsen

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Comments 35 pages, 10 figures

Journal ref Entropy 2024, 26(12), 1008

Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment

Danqing Ma, Meng Wang, Ao Xiang, Zongqing Qi, Qin Yang

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation

Xiaofei Zhu, Jiawei Cheng, Zhou Yang, Zhuo Chen, Qingyang Wang, Jianfeng Yao

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.MM

Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning

Mingcheng Li, Dingkang Yang, Yang Liu, Shunli Wang, Jiawei Chen, Shuaibing Wang, Jinjie Wei, Yue Jiang, Qingyao Xu, Xiaolu Hou, Mingyang Sun, Ziyun Qian, Dongliang Kou, Lihua Zhang

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024

Predictive Dynamic Fusion

Bing Cao, Yinan Xia, Yi Ding, Changqing Zhang, Qinghua Hu

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Comments Accepted by ICML 2024

Multi-modal biometric authentication: Leveraging shared layer architectures for enhanced security

Vatchala S, Yogesh C, Yeshwanth Govindarajan, Krithik Raja M, Vishal Pramav Amirtha Ganesan, Aashish Vinod A, Dharun Ramesh

专题命中 融合架构与评测 ：feature-level fusion(abstract)；分类 cs.CV

eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking

Yucheng Chen, Lin Wang

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

Comments RGB-event single object tracking

Deep Learning-Driven Microstructure Characterization and Vickers Hardness Prediction of Mg-Gd Alloys

Lu Wang, Hongchan Chen, Bing Wang, Qian Li, Qun Luo, Yuexing Han

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 cs.CV

Radar and Camera Fusion for Object Detection and Tracking: A Comprehensive Survey

Kun Shi, Shibo He, Zhenyu Shi, Anjun Chen, Zehui Xiong, Jiming Chen, Jun Luo

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV

CS-Mixer: A Cross-Scale Vision MLP Model with Spatial-Channel Mixing

Jonathan Cui, David A. Araujo, Suman Saha, Md. Faisal Kabir

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Comments 8 pages, 5 figures, developed under Penn State University's Multi-Campus Research Experience for Undergraduates Symposium, 2023. This work has been submitted to the IEEE for possible publication

Surgical Scene Segmentation by Transformer With Asymmetric Feature Enhancement

Cheng Yuan, Yutong Ban

专题命中 融合架构与评测 ：information fusion(abstract)；分类 cs.CV

Tracing Human Stress from Physiological Signals using UWB Radar

Jia Xu, Teng Xiao, Pin Lv, Zhe Chen, Chao Cai, Yang Zhang, Zehui Xiong

专题命中 融合架构与评测 ：multimodal fusion(abstract)；分类 eess.SP

Comments 19 pages, 11 figures

ViFi-ReID: A Two-Stream Vision-WiFi Multimodal Approach for Person Re-identification

Chen Mao, Chong Tan, Jingqi Hu, Min Zheng

专题命中 融合架构与评测 ：multi-modal fusion(abstract)；分类 cs.CV