A Simple Semi-Supervised Learning Framework for Object Detection

10 May 2020

Kihyuk Sohn

Zizhao Zhang

Chun-Liang Li

Han Zhang

Chen-Yu Lee

Tomas Pfister

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Papers citing "A Simple Semi-Supervised Learning Framework for Object Detection"

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Title
A computer vision-based model for occupancy detection using low-resolution thermal images Xue Cui Vincent Gbouna Zakka Minhyun Lee 24 0 0 13 May 2025
TrajSSL: Trajectory-Enhanced Semi-Supervised 3D Object Detection P. Jacobson Yichen Xie Mingyu Ding Chenfeng Xu M. Tomizuka Wei Zhan Ming C. Wu 33 0 0 17 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 21 0 0 10 Sep 2024
Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation Yizheng Wu Zhiyu Pan Kewei Wang Xingyi Li Jiahao Cui Liwen Xiao Guosheng Lin Zhiguo Cao ISeg 41 0 0 24 Jun 2024
Augmenting Offline RL with Unlabeled Data Zhao Wang Briti Gangopadhyay Jia-Fong Yeh Shingo Takamatsu OffRL 26 0 0 11 Jun 2024
Integrating Domain Knowledge for handling Limited Data in Offline RL Briti Gangopadhyay Zhao Wang Jia-Fong Yeh Shingo Takamatsu OffRL 32 0 0 11 Jun 2024
Blurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid Thanh-Huy Nguyen Thi Kim Ngan Ngo Mai-Anh Vu Ting-Yuan Tu 38 8 0 08 Jun 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 27 1 0 27 May 2024
Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection Farzad Nozarian Shashank Agarwal Farzaneh Rezaeianaran Danish Shahzad Atanas Poibrenski Christian Müller P. Slusallek NoLa 42 3 0 27 Apr 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying-Dong Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 32 6 0 08 Feb 2024
SGV3D:Towards Scenario Generalization for Vision-based Roadside 3D Object Detection Lei Yang Xinyu Zhang Jun Li Li-e Wang Chuan-Fang Zhang Li Ju Zhiwei Li Yang Shen 30 2 0 29 Jan 2024
Dual-Perspective Knowledge Enrichment for Semi-Supervised 3D Object Detection Yucheng Han Na Zhao Weiling Chen K. Ma Hanwang Zhang 3DPC 29 3 0 10 Jan 2024
Credible Teacher for Semi-Supervised Object Detection in Open Scene Jingyu Zhuang Kuo Wang Liang Lin Guanbin Li 17 1 0 01 Jan 2024
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 29 10 0 12 Dec 2023
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios Lihao Liu Yanqi Cheng Zhongying Deng Shujun Wang Dongdong Chen Xiaowei Hu Pietro Lio' Carola-Bibiane Schönlieb Angelica Aviles-Rivero 39 1 0 30 Nov 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 27 13 0 29 Nov 2023
Density-Guided Dense Pseudo Label Selection For Semi-supervised Oriented Object Detection Tong Zhao Qiang Fang Shuohao Shi Xin Xu 23 2 0 21 Nov 2023
Refining the ONCE Benchmark with Hyperparameter Tuning Maksim Golyadkin Alexander Gambashidze Ildar Nurgaliev Ilya Makarov 31 1 0 10 Nov 2023
S $^3$ AD: Semi-supervised Small Apple Detection in Orchard Environments Robert Johanson Christian Wilms Ole Johannsen Simone Frintrop 22 3 0 08 Nov 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 21 16 0 08 Aug 2023
Test-Time Training on Video Streams Renhao Wang Yu Sun Yossi Gandelsman Xinlei Chen Alexei A. Efros Alexei A. Efros Xiaolong Wang TTA ViT 3DGS 34 16 0 11 Jul 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 26 25 0 07 Jun 2023
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment Lewei Yao Jianhua Han Xiaodan Liang Danqian Xu Wei Zhang Zhenguo Li Hang Xu VLM ObjD CLIP 37 74 0 10 Apr 2023
MuRAL: Multi-Scale Region-based Active Learning for Object Detection Yi-Syuan Liou Tsung-Han Wu Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu ObjD 11 0 0 29 Mar 2023
Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection Chang-rui Liu Weiming Zhang Xiangru Lin Wei Zhang Xiao Tan Junyu Han Xiaomao Li Errui Ding Jingdong Wang 49 33 0 27 Mar 2023
Three ways to improve feature alignment for open vocabulary detection Relja Arandjelović A. Andonian A. Mensch Olivier J. Hénaff Jean-Baptiste Alayrac Andrew Zisserman VLM ObjD 30 19 0 23 Mar 2023
Two-shot Video Object Segmentation Kun Yan Xiao Li Fangyun Wei Jinglu Wang Chenbin Zhang Ping Wang Yan Lu VOS 28 14 0 21 Mar 2023
Active Teacher for Semi-Supervised Object Detection Peng Mi Jianghang Lin Yiyi Zhou Yunhang Shen Gen Luo Xiaoshuai Sun Liujuan Cao Rongrong Fu Qiang Xu Rongrong Ji 52 60 0 15 Mar 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 17 37 0 15 Feb 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 33 4 0 13 Jan 2023
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 30 7 0 07 Dec 2022
On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection Ambar Pal Arnau Ramisa C. AmitKumarK René Vidal ObjD 10 0 0 01 Dec 2022
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervision Sifeng He Yue He Minlong Lu Chen Jiang Xudong Yang Feng Qian X. Zhang Lei Yang Jiandong Zhang ViT 13 18 0 23 Nov 2022
State-of-the-art Models for Object Detection in Various Fields of Application S. A. G. Naqvi Syed Shahnawaz Ali ObjD OOD 27 0 0 01 Nov 2022
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning Virat Shejwalkar Lingjuan Lyu Amir Houmansadr AAML 25 10 0 01 Nov 2022
Teacher-Student Architecture for Knowledge Learning: A Survey Chengming Hu Xuan Li Dan Liu Xi Chen Ju Wang Xue Liu 20 35 0 28 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 16 10 0 20 Oct 2022
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving L. Yu Yifan Zhang Lanqing Hong Fei Chen Zhenguo Li 35 3 0 17 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 35 42 0 11 Oct 2022
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays Haoqin Ji Haozhe Liu Yuexiang Li Jinheng Xie Nanjun He Yawen Huang Dong Wei Xinrong Chen Linlin Shen Yefeng Zheng 11 0 0 05 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 12 6 0 03 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 36 113 0 24 Aug 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 19 2 0 23 Aug 2022
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 33 19 0 25 Jul 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
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 13 87 0 06 Jul 2022
Improving Localization for Semi-Supervised Object Detection L. Rossi Akbar Karimi Andrea Prati 30 1 0 21 Jun 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher Meilin Chen Weijie Chen Shicai Yang Jie Song Xinchao Wang ... Yunfeng Yan Donglian Qi Yueting Zhuang Di Xie Shiliang Pu 45 74 0 13 Jun 2022
Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations Yongtao Ge Qiang-feng Zhou Xinlong Wang Zhibin Wang Hao Li Chunhua Shen 3DPC 20 16 0 01 Jun 2022
Multi-Class 3D Object Detection with Single-Class Supervision Mao Ye Chenxi Liu Maoqing Yao Weiyue Wang Zhaoqi Leng C. Qi Drago Anguelov 3DPC 30 1 0 11 May 2022