Unbiased Teacher for Semi-Supervised Object Detection

18 February 2021

Papers citing "Unbiased Teacher for Semi-Supervised Object Detection"

50 / 260 papers shown

Title
LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection Phi Vu Tran ObjD 22 2 0 10 Mar 2023
DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object Detection Jingyu Li Zhe Liu Ji Hou Dingkang Liang 16 14 0 09 Mar 2023
Pseudo-label Correction and Learning For Semi-Supervised Object Detection Yulin He Wei-Neng Chen Kevin J Liang Yusong Tan Zhengfa Liang Yulan Guo 17 4 0 06 Mar 2023
Towards End-to-end Semi-supervised Learning for One-stage Object Detection Gen Luo Yiyi Zhou Lei Jin Xiaoshuai Sun Rongrong Ji 13 5 0 22 Feb 2023
Uncertainty-aware Self-training for Low-resource Neural Sequence Labeling J. Wang Chengyu Wang Jun Huang Ming Gao Aoying Zhou BDL UQLM NoLa 37 4 0 17 Feb 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 15 37 0 15 Feb 2023
Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection N. H. Chapman Feras Dayoub Will N. Browne Christopher F. Lehnert 6 7 0 13 Feb 2023
Look Around and Learn: Self-Training Object Detection by Exploration Gianluca Scarpellini Stefano Rosa Pietro Morerio Lorenzo Natale Alessio Del Bue ObjD 17 1 0 07 Feb 2023
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations Yuanhong Chen Yuyuan Liu Chong Wang M. Elliott C. Kwok ... Yu Tian Fengbei Liu Helen Frazer Davis J. McCarthy Gustavo Carneiro 18 1 0 31 Jan 2023
When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA Jessica Zhao Sayan Ghosh Akash Bharadwaj Chih-Yao Ma FedML 17 6 0 24 Jan 2023
Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection Cheng-Ju Ho Chen-Hsuan Tai Yi-Hsuan Tsai Yen-Yu Lin Ming-Hsuan Yang 3DPC 19 3 0 19 Dec 2022
Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni Chloé Sekkat Gilles Puy Antonín Vobecký Éloi Zablocki Patrick Pérez OCL SSL 26 51 0 15 Dec 2022
Boosting Semi-Supervised Learning with Contrastive Complementary Labeling Qinyi Deng Yong Guo Zhibang Yang Haolin Pan Jian Chen 22 10 0 13 Dec 2022
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Lorenzo Pellegrini Chenchen Zhu Fanyi Xiao Zhicheng Yan Antonio Carta Matthias De Lange Vincenzo Lomonaco Roshan Sumbaly Pau Rodríguez López David Vazquez CLL 19 6 0 13 Dec 2022
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 22 7 0 07 Dec 2022
Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty H. Choi Zhixiang Chen Xuepeng Shi Tae-Kyun Kim 9 4 0 06 Dec 2022
SVFormer: Semi-supervised Video Transformer for Action Recognition Zhen Xing Qi Dai Hang-Rui Hu Jingjing Chen Zuxuan Wu Yu-Gang Jiang ViT 22 69 0 23 Nov 2022
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in Drawings Barics Batuhan Topal Deniz Yuret T. M. Sezgin CVBM 19 3 0 19 Nov 2022
Boosting Semi-Supervised 3D Object Detection with Semi-Sampling Xiaopei Wu Yang Zhao Liang Peng Huahui Chen Xiaoshui Huang Binbin Lin Haifeng Liu Deng Cai Wanli Ouyang 3DPC 21 4 0 14 Nov 2022
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding Dominik Filipiak Andrzej Zapala Piotr Tempczyk A. Fensel Marek Cygan ISeg 13 9 0 07 Nov 2022
Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version) Maximilian Bernhard Matthias Schubert ObjD 19 3 0 24 Oct 2022
$Semi-supervised object detection based on single-stage detector for thighbone fracture localization$ Semi-supervised object detection based on single-stage detector for thighbone fracture localization Jinman Wei Jinkun Yao Guoshan Zhang Bin Guan Yueming Zhang Shaoquan Wang 14 10 0 20 Oct 2022
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks Miquel Martí i Rabadán Alessandro Pieropan Hossein Azizpour A. Maki 11 3 0 18 Oct 2022
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving L. Yu Yifan Zhang Lanqing Hong Fei Chen Zhenguo Li 32 3 0 17 Oct 2022
ImaginaryNet: Learning Object Detectors without Real Images and Annotations Minheng Ni Zitong Huang Kai-Hua Feng W. Zuo VLM 19 15 0 13 Oct 2022
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Bo-wen Li Yongqiang Yao Jingru Tan Xin Lu F. Yu Ye Luo Jianwei Lu VLM 30 0 0 11 Oct 2022
CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection Wuti Xiong 56 13 0 11 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 33 42 0 11 Oct 2022
Semi-Supervised Single-View 3D Reconstruction via Prototype Shape Priors Zhen Xing Hengduo Li Zuxuan Wu Yu-Gang Jiang 3DV 11 16 0 30 Sep 2022
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers Achin Jain Kibok Lee Gurumurthy Swaminathan Han Yang Bernt Schiele Avinash Ravichandran O. Dabeer ViT 10 1 0 13 Sep 2022
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection Xinjiang Wang Xingyi Yang Shilong Zhang Yijiang Li Litong Feng Shijie Fang Chengqi Lyu Kaibing Chen Wayne Zhang 22 54 0 04 Sep 2022
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut Yangtao Wang Xiaoke Shen Yuan. Yuan Yuming Du Maomao Li S. Hu James L. Crowley Dominique Vaufreydaz VOS ViT 15 76 0 01 Sep 2022
Open-Set Semi-Supervised Object Detection Yen-Cheng Liu Chih-Yao Ma Xiaoliang Dai Junjiao Tian Peter Vajda Zijian He Z. Kira 9 22 0 29 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 30 113 0 24 Aug 2022
A semi-supervised Teacher-Student framework for surgical tool detection and localization Mansoor Ali Teevno Gilberto Ochoa-Ruiz Sharib Ali 21 9 0 21 Aug 2022
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation Lihe Yang Lei Qi Litong Feng Wayne Zhang Yinghuan Shi 28 237 0 21 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 16 3 0 19 Aug 2022
Open-Vocabulary Universal Image Segmentation with MaskCLIP Zheng Ding Jieke Wang Z. Tu CLIP ISeg VLM 41 85 0 18 Aug 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Jindong Wang Xingxu Xie Yue Zhang 19 113 0 12 Aug 2022
Semi-supervised Vision Transformers at Scale Zhaowei Cai Avinash Ravichandran Paolo Favaro Manchen Wang Davide Modolo Rahul Bhotika Z. Tu Stefano Soatto ViT 11 55 0 11 Aug 2022
W2N:Switching From Weak Supervision to Noisy Supervision for Object Detection Zitong Huang Yiping Bao Bowen Dong Erjin Zhou W. Zuo WSOD 19 16 0 25 Jul 2022
Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box Jayeon Yoo Inseop Chung Nojun Kwak ObjD 16 5 0 20 Jul 2022
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection Lei Zhang Yuxuan Sun Wei Wei 16 18 0 17 Jul 2022
Teachers in concordance for pseudo-labeling of 3D sequential data Awet Haileslassie Gebrehiwot Patrik Vacek David Hurych Karel Zimmermann P. Pérez Tomáš Svoboda 3DPC 12 6 0 13 Jul 2022
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection Gang Li Xiang Li Yujie Wang Yichao Wu Ding Liang Shanshan Zhang 25 25 0 12 Jul 2022
Cycle Self-Training for Semi-Supervised Object Detection with Distribution Consistency Reweighting Hao Liu Bin Chen Bo Wang Chunpeng Wu Feng Dai Peng Wu 4 7 0 12 Jul 2022
Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object Detection Lei Yang Xinyu Zhang Li-e Wang Minghan Zhu Chuan-Fang Zhang Jun Li 28 30 0 10 Jul 2022
Semi-supervised Object Detection via Virtual Category Learning Changrui Chen Kurt Debattista Jungong Han 6 9 0 07 Jul 2022
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection Hongyu Zhou Zheng Ge Songtao Liu Weixin Mao Zeming Li Haiyan Yu Jian‐Yuan Sun 11 87 0 06 Jul 2022
ORF-Net: Deep Omni-supervised Rib Fracture Detection from Chest CT Scans Zhizhong Chai Huangjing Lin Luyang Luo Pheng-Ann Heng Hao Chen 24 7 0 05 Jul 2022