SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for
Lightweight Skin Lesion Classification Using Dermoscopic Images

SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images

22 March 2022

Yongwei Wang

Yuheng Wang

Papers citing "SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images"

11 / 11 papers shown

Title
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models Yuchen Jiang Xinyuan Zhao Yihang Wu A. Chaddad MedIm 41 0 0 21 Feb 2025
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification Yuan Zhang Yutong Xie Hu Wang Jodie C Avery M. L. Hull Gustavo Carneiro 58 0 0 19 Sep 2024
Applications of Knowledge Distillation in Remote Sensing: A Survey Yassine Himeur N. Aburaed O. Elharrouss Iraklis Varlamis Shadi Atalla W. Mansoor Hussain Al Ahmad 54 4 0 18 Sep 2024
Self-Supervised Multi-Modality Learning for Multi-Label Skin Lesion Classification Hao Wang Euijoon Ahn Lei Bi Jinman Kim 30 1 0 28 Oct 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 31 3 0 26 Jun 2023
Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models Eddardaa Ben Loussaief Hatem A. Rashwan Mohammed Ayad Mohammed Zakaria Hassan D. Puig 31 0 0 16 Mar 2023
Occlusion-Robust FAU Recognition by Mining Latent Space of Masked Autoencoders Minyang Jiang Yongwei Wang Martin J. McKeown Jane Wang CVBM 20 2 0 08 Dec 2022
Leveraging Different Learning Styles for Improved Knowledge Distillation in Biomedical Imaging Usma Niyaz A. Sambyal Deepti R. Bathula 25 0 0 06 Dec 2022
A survey, review, and future trends of skin lesion segmentation and classification M. Hasan Md. Asif Ahamad Choon Hwai Yap Guang Yang 33 88 0 25 Aug 2022
Reversing Skin Cancer Adversarial Examples by Multiscale Diffusive and Denoising Aggregation Mechanism Yongwei Wang Yuanpei Li Zhiqi Shen Yuhui Qiao DiffM MedIm 29 5 0 22 Aug 2022
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 349 10,639 0 19 Feb 2017