Multi-modal Learning with Missing Modality via Shared-Specific Feature
Modelling

Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling

26 July 2023

Hu Wang

Jodie Avery

Louise Hull

Papers citing "Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling"

13 / 13 papers shown

Title
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning Sangyeon Cho Jangyeong Jeon Mingi Kim Junyeong Kim CLIP VLM 137 0 0 30 Apr 2025
Integrating AI for Human-Centric Breast Cancer Diagnostics: A Multi-Scale and Multi-View Swin Transformer Framework Farnoush Bayatmakou Reza Taleei Milad Amir Toutounchian Arash Mohammadi 51 0 0 17 Mar 2025
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder Junjie Zhou Jiao Tang Yingli Zuo Peng Wan Daoqiang Zhang Wei Shao 102 1 0 12 Mar 2025
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion Guanzhou Ke Shengfeng He Xinyu Wang Bo Wang Guoqing Chao Yize Zhang Yi Xie HeXing Su 95 0 0 27 Feb 2025
Global-Local Distillation Network-Based Audio-Visual Speaker Tracking with Incomplete Modalities Yidi Li Yihan Li Yixin Guo Bin Ren Zhenhuan Xu Hao Guo Hong Liu N. Sebe 81 0 0 26 Aug 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 85 30,021 0 01 Mar 2022
Localizing Visual Sounds the Hard Way Honglie Chen Weidi Xie Triantafyllos Afouras Arsha Nagrani Andrea Vedaldi Andrew Zisserman ObjD 27 185 0 06 Apr 2021
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning Mandela Patrick Yuki M. Asano Bernie Huang Ishan Misra Florian Metze Joao Henriques Andrea Vedaldi AI4TS 40 34 0 18 Mar 2021
Soft Expert Reward Learning for Vision-and-Language Navigation Hu Wang Qi Wu Chunhua Shen 19 49 0 21 Jul 2020
Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion Cheng Chen Qi Dou Yueming Jin Hao Chen J. Qin Pheng-Ann Heng 30 146 0 22 Feb 2020
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge Spyridon Bakas M. Reyes Andras Jakab Stefan Bauer Markus Rempfler ... Jayashree Kalpathy-Cramer Keyvan Farahani Christos Davatzikos Koen van Leemput Bjoern Menze 105 1,623 0 05 Nov 2018
CentralNet: a Multilayer Approach for Multimodal Fusion Valentin Vielzeuf Alexis Lechervy S. Pateux F. Jurie 44 166 0 22 Aug 2018
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 190 8,030 0 13 Aug 2016