ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical
Consistency for Efficient Semi-supervised Learning

ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning

22 March 2023

Ehsan Abbasnejad

Hamid Rezatofighi

Gholamreza Haffari

Papers citing "ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning"

13 / 13 papers shown

Title
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models Rui Zhao Hangjie Yuan Yujie Wei Shiwei Zhang Yuchao Gu ... Xiang Wang Zhangjie Wu Junhao Zhang Yingya Zhang Mike Zheng Shou DiffM VLM 55 4 0 09 Oct 2024
SAU: A Dual-Branch Network to Enhance Long-Tailed Recognition via Generative Models Guangxi Li Yinsheng Song Mingkai Zheng 41 0 0 29 Aug 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 42 1 0 16 Jul 2024
Deep Online Probability Aggregation Clustering Yuxuan Yan Na Lu Ruofan Yan 34 1 0 07 Jul 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 55 0 0 03 Apr 2024
Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID Lingfeng He De-Chun Cheng Nannan Wang Xinbo Gao 27 3 0 01 Feb 2024
Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement Avani Gupta Saurabh Saini P. J. Narayanan 25 6 0 26 Nov 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 35 8 0 26 Oct 2023
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David A. Clifton Lawrence H. Staib James S. Duncan 43 49 0 27 Sep 2022
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 252 862 0 15 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,785 0 29 Apr 2021
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 253 656 0 23 Mar 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014