Completed Feature Disentanglement Learning for Multimodal MRIs Analysis

6 July 2024

Papers citing "Completed Feature Disentanglement Learning for Multimodal MRIs Analysis"

21 / 21 papers shown

Title
DeMo: Decoupled Feature-Based Mixture of Experts for Multi-Modal Object Re-Identification Yuhao Wang Yebin Liu Aihua Zheng Pingping Zhang 137 7 0 14 Dec 2024
Dynamic Evidence Decoupling for Trusted Multi-view Learning Ying Liu Lihong Liu Cai Xu Xiangyu Song Ziyu Guan Wei Zhao EDL 55 3 0 04 Oct 2024
Decoupled Multimodal Distilling for Emotion Recognition Yong Li Yuan-Zheng Wang Zhen Cui 57 76 0 24 Mar 2023
Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion Yiming Sun Bing Cao Pengfei Zhu Qinghua Hu MoE 48 35 0 02 Feb 2023
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation Zhaohu Xing Lequan Yu Liang Wan Tong Han Lei Zhu ViT MedIm 56 64 0 31 Aug 2022
Trusted Multi-View Classification with Dynamic Evidential Fusion Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang EDL 53 227 0 25 Apr 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 85 51 0 31 Mar 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 117 1,122 0 04 Jan 2022
Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Yao Zhang Jiawei Yang Jiang Tian Zhongchao Shi Cheng Zhong Yang Zhang Zhiqiang He 56 94 0 21 Jul 2021
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification Ujjwal Baid S. Ghodasara S. Mohan Michel Bilello Evan Calabrese ... M. Weber A. Mahajan Bjoern Menze Adam Flanders Spyridon Bakas 131 631 0 05 Jul 2021
Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data Nathaniel Braman Jacob Gordon Emery T. Goossens Caleb Willis Martin C. Stumpe Jagadish Venkataraman 46 63 0 01 Jul 2021
Multi-modal Graph Learning for Disease Prediction Shuai Zheng Zhenfeng Zhu Zhizhe Liu Zhenyu Guo Yang Liu Yao Zhao 58 101 0 01 Jul 2021
What Makes Multi-modal Learning Better than Single (Provably) Yu Huang Chenzhuang Du Zihui Xue Xuanyao Chen Hang Zhao Longbo Huang 85 261 0 08 Jun 2021
Trusted Multi-View Classification Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang EDL 41 168 0 03 Feb 2021
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis Devamanyu Hazarika Roger Zimmermann Soujanya Poria 62 703 0 07 May 2020
EmbraceNet: A robust deep learning architecture for multimodal classification Jun-Ho Choi Jong-Seok Lee 51 124 0 19 Apr 2019
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 90 3,634 0 16 Aug 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 77 2,928 0 26 May 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 277 19,981 0 07 Oct 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014