ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical
Image Classification

ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification

1 September 2022

Papers citing "ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification"

19 / 19 papers shown

Title
Making Reliable and Flexible Decisions in Long-tailed Classification Bolian Li Ruqi Zhang 155 0 0 23 Jan 2025
Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification Jingyu Kong Yuan Guo Yu Wang Yuping Duan DiffM MedIm 31 0 0 22 Sep 2024
Text-guided Foundation Model Adaptation for Long-Tailed Medical Image Classification Sirui Li Li Lin Yijin Huang Pujin Cheng Xiaoying Tang MedIm 42 1 0 27 Aug 2024
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification Tianyunxi Wei Yijin Huang Li Lin Pujin Cheng Sirui Li Xiaoying Tang 40 1 0 16 Jun 2024
Latent-based Diffusion Model for Long-tailed Recognition Pengxiao Han Changkun Ye Jieming Zhou Jing Zhang Jie Hong Xuesong Li 48 4 0 06 Apr 2024
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge G. Holste Yiliang Zhou Song Wang Ajay Jaiswal Mingquan Lin ... Zhiyong Lu Ronald M. Summers George Shih Zhangyang Wang Yifan Peng 23 13 0 24 Oct 2023
Towards Distribution-Agnostic Generalized Category Discovery Jianhong Bai Zuo-Qiang Liu Hualiang Wang Ruizhe Chen Lianrui Mu Xiaomeng Li Qiufeng Wang Yang Feng Jian Wu Haoji Hu 44 9 0 02 Oct 2023
How Can We Tame the Long-Tail of Chest X-ray Datasets? Arsh Verma OOD 28 2 0 08 Sep 2023
Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification Wongi Park Jongbin Ryu SSL 21 7 0 10 Aug 2023
Classification of lung cancer subtypes on CT images with synthetic pathological priors Wentao Zhu Yuan Jin Gege Ma Gen Chen Jan Egger Shaoting Zhang Dimitris N. Metaxas 24 4 0 09 Aug 2023
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning Zitan Chen Zhuang Qi Xiao Cao Xiangxian Li Xiangxu Meng Lei Meng 20 8 0 08 Aug 2023
DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification Yijun Yang Huazhu Fu Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Lei Zhu MedIm 96 48 0 19 Mar 2023
Long-tailed Classification from a Bayesian-decision-theory Perspective Bolian Li Ruqi Zhang 37 1 0 10 Mar 2023
A Novel Center-based Deep Contrastive Metric Learning Method for the Detection of Polymicrogyria in Pediatric Brain MRI Lingfeng Zhang N. Abdeen Jochen Lang 15 1 0 22 Nov 2022
Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction Jiabao Sheng Jiang Zhang Jing Cai Saikit Lam Zhe Li Yuanpeng Zhang Xinzhi Teng MedIm 24 6 0 27 Oct 2022
FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification Nannan Wu Li Yu Xin Yang Kwang-Ting Cheng Zengqiang Yan FedML 32 19 0 28 Jun 2022
AlphaNet: Improving Long-Tail Classification By Combining Classifiers Nadine Chang Jayanth Koushik Aarti Singh M. Hebert Yu-xiong Wang Michael J. Tarr 29 0 0 17 Aug 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 253 782 0 05 Dec 2019