UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised
Semantic Segmentation

UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation

20 May 2022

Papers citing "UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation"

13 / 13 papers shown

Title
IGL-DT: Iterative Global-Local Feature Learning with Dual-Teacher Semantic Segmentation Framework under Limited Annotation Scheme Dinh Dai Quan Tran Hoang-Thien Nguyen. Thanh-Huy Nguyen Gia-Van To Gia-Van To T. Nguyen Quan Nguyen 83 0 0 14 Apr 2025
NuGrounding: A Multi-View 3D Visual Grounding Framework in Autonomous Driving Fuhao Li Huan Jin Bin-Bin Gao Liaoyuan Fan Lihui Jiang Long Zeng 72 0 0 28 Mar 2025
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network Zongkai Zhang Zidong Xu Wenming Yang Qingmin Liao Jing-Hao Xue MQ 3DV 61 1 0 27 May 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 53 8 0 13 Apr 2024
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation Zhenxi Zhang Heng Zhou Xiaoran Shi Ran Ran Chunna Tian Feng Zhou 36 7 0 10 Apr 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 65 8 0 28 Feb 2024
Towards A Robust Group-level Emotion Recognition via Uncertainty-Aware Learning Qing Zhu Qirong Mao Jialin Zhang Xiaohua Huang Wenming Zheng 39 2 0 06 Oct 2023
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation Zhenxi Zhang Ran Ran Chunna Tian Heng Zhou Fan Yang Xin Li Zhicheng Jiao 60 2 0 25 May 2023
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation Yuhao Lin Hai-Ming Xu Lingqiao Liu Jinan Zou Javen Qinfeng Shi 37 2 0 17 Mar 2023
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations Haoyu Xie Changqi Wang Mingkai Zheng Minjing Dong Shan You Chong Fu Chang Xu SSL 47 14 0 26 Oct 2022
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 256 972 0 13 Dec 2020
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,550 0 20 Aug 2019
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 273 1,275 0 06 Mar 2017