Deep Multimodal Fusion by Channel Exchanging

10 November 2020

Papers citing "Deep Multimodal Fusion by Channel Exchanging"

31 / 31 papers shown

Title
A Multi-modal Fusion Network for Terrain Perception Based on Illumination Aware Rui Wang Shichun Yang Yuyi Chen Z. Li Zexiang Tong J. Xu Jiayi Lu Xinjie Feng Yaoguang Cao 12 0 0 16 May 2025
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization Xu Zheng Yuanhuiyi Lyu Lutao Jiang Danda Pani Paudel Luc Van Gool Xuming Hu 29 0 0 10 May 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework Shuobin Wei Zhuang Zhou Zhengan Lu Zizhao Yuan Binghua Su MDE 44 0 0 18 Apr 2025
Language-Depth Navigated Thermal and Visible Image Fusion Jinchang Zhang Zijun Li Guoyu Lu MDE 63 1 0 11 Mar 2025
Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding Yi Liu Chengxin Li Shoukun Xu J. Han ViT 42 2 0 19 Oct 2024
MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection Chaoyue Ding Shiliang Sun Jing Zhao AI4TS 30 140 0 17 Oct 2023
Exchanging-based Multimodal Fusion with Transformer Renyu Zhu Chengcheng Han Yong Qian Qiushi Sun Xiang Li Ming Gao Xuezhi Cao Yunsen Xian 38 2 0 05 Sep 2023
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Hu Wang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro 23 79 0 26 Jul 2023
MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis Junyu Li Han Huang Dong Ni Wufeng Xue Dongmei Zhu Jun Cheng 26 2 0 15 Jul 2023
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities Konstantinos Kontras Christos Chatzichristos Huy P Phan Johan A. K. Suykens Marina De Vos AI4TS 24 11 0 27 Mar 2023
A Clustering-guided Contrastive Fusion for Multi-view Representation Learning Guanzhou Ke Guoqing Chao Xiaoli Wang Chenyang Xu Yong-Nan Zhu Yang Yu SSL 20 18 0 28 Dec 2022
Real Estate Attribute Prediction from Multiple Visual Modalities with Missing Data Eric Stumpe Miroslav Despotovic Zedong Zhang Matthias Zeppelzauer 18 0 0 16 Nov 2022
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy Yuhao Chen Hayden Gunraj E. Z. Zeng Robbie Meyer Maximilian Gilles Alexander Wong 37 1 0 19 Oct 2022
Bridged Transformer for Vision and Point Cloud 3D Object Detection Yikai Wang Tengqi Ye Lele Cao Wen-bing Huang Gang Hua Fengxiang He Dacheng Tao ViT 42 34 0 04 Oct 2022
Changer: Feature Interaction is What You Need for Change Detection Sheng Fang Kaiyu Li Zhe Li 43 169 0 17 Sep 2022
SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning Wei Han Hui Chen Zhen Hai Soujanya Poria Lidong Bing 58 16 0 12 Sep 2022
Cross-Modality Gated Attention Fusion for Multimodal Sentiment Analysis Ming-Xin Jiang Shaoxiong Ji 20 3 0 25 Aug 2022
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Hu Wang Jianpeng Zhang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro UQCV 19 18 0 22 Jul 2022
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis Onat Dalmaz Muhammad Usama Mirza Gokberk Elmas Muzaffer Özbey S. Dar Emir Ceyani Salman Avestimehr Tolga cCukur MedIm 31 39 0 13 Jul 2022
Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs Marla Narazani Ignacio Sarasua Sebastian Polsterl A. Lizarraga Igor Yakushev Christian Wachinger MedIm 13 17 0 05 Jul 2022
Structured Attention Composition for Temporal Action Localization Le Yang Junwei Han Tao Zhao Nian Liu Dingwen Zhang 37 17 0 20 May 2022
Training-Free Robust Multimodal Learning via Sample-Wise Jacobian Regularization Zhengqi Gao Sucheng Ren Zihui Xue Siting Li Hang Zhao 21 3 0 05 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 37 47 0 31 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Jiaming Zhang Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 28 299 0 09 Mar 2022
Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition Yi Zhang Mingyuan Chen Jundong Shen Chongjun Wang 21 59 0 15 Jan 2022
Gesture Recognition with a Skeleton-Based Keyframe Selection Module Yunsoo Kim Hyun Myung SLR 25 1 0 03 Dec 2021
Self-Supervised Depth Completion for Active Stereo Frederik Warburg Daniel Hernandez-Juarez J. Tarrio Alexander Vakhitov Ujwal D. Bonde P. Alcantarilla 3DV MDE 26 5 0 07 Oct 2021
Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects Bing Wei Yudi Zhao K. Hao Lei Gao 38 5 0 08 Sep 2021
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 26 138 0 17 May 2021
Multimodal In-bed Pose and Shape Estimation under the Blankets Yu Yin Joseph P. Robinson Y. Fu 3DH 60 18 0 12 Dec 2020
Learning Selective Sensor Fusion for States Estimation Changhao Chen Stefano Rosa Chris Xiaoxuan Lu Bing Wang Niki Trigoni Andrew Markham 6 20 0 30 Dec 2019