Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality

Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality

2 October 2023

Hu Wang

Yuan Zhang

Jodie Avery

Gustavo Carneiro

Gustavo Carneiro

Papers citing "Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality"

14 / 14 papers shown

Title
Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation X. Wang Yifang Wang Senwei Liang Feilong Tang Chengzhi Liu Ming Hu Chao Hu Junjun He Zongyuan Ge Imran Razzak 64 0 0 07 Mar 2025
Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis Minjoo Lim Bogyeong Kang Tae-Eui Kam MedIm 71 0 0 26 Feb 2025
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning M. Li Dingkang Yang Y. Liu Shunli Wang Jiawei Chen ... Xiaolu Hou Mingyang Sun Ziyun Qian Dongliang Kou L. Zhang 37 1 0 05 Nov 2024
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Jingyun Yang J. Wang Guoqing Zhang Yang Li 21 1 0 09 Oct 2024
Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis Hu Wang David Butler Yuan Zhang Jodie C Avery Steven Knox Congbo Ma Louise Hull Gustavo Carneiro 20 2 0 03 Sep 2024
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 31 0 0 26 Aug 2024
Decoupling Feature Representations of Ego and Other Modalities for Incomplete Multi-modal Brain Tumor Segmentation Kaixiang Yang Wenqi Shan Xudong Li Xuan Wang Xikai Yang Xi Wang Pheng-Ann Heng Qiang Li Zhiwei Wang 20 0 0 16 Aug 2024
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 47 10 0 16 Jul 2024
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities Julie Mordacq Léo Milecki Maria Vakalopoulou Steve Oudot Vicky Kalogeiton OffRL MedIm 37 3 0 04 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 32 5 0 28 Jun 2024
Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation Xin Yu Qi Yang Han Liu Ho Hin Lee Yucheng Tang ... Shunxing Bao Yuankai Huo Ann Zenobia Moore Luigi Ferrucci Bennett A. Landman 33 0 0 18 Jun 2024
Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities Mingcheng Li Dingkang Yang Xiao Zhao Shuai Wang Yan Wang Kun Yang Mingyang Sun Dongliang Kou Ziyun Qian Lihua Zhang 33 8 0 25 Apr 2024
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation Ruiping Liu Jiaming Zhang Kunyu Peng Yufan Chen Ke Cao Junwei Zheng M. Sarfraz Kailun Yang Rainer Stiefelhagen VLM 32 7 0 30 Jan 2024
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects Elisa Warner Joonsan Lee William Hsu T. Syeda-Mahmood Charles Kahn Olivier Gevaert Arvind Rao LM&MA 17 6 0 04 Nov 2023