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
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation Jianghang Lin Yilin Lu Yunhang Shen Chaoyang Zhu Shengchuan Zhang Liujuan Cao Rongrong Ji ISeg 26 0 0 16 May 2025
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 38 0 0 17 Sep 2024
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance Minju Kang Taehun Kong Tae-Kyun Kim 3DPC 31 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 47 0 0 24 Jun 2024
Augmenting Offline RL with Unlabeled Data Zhao Wang Briti Gangopadhyay Jia-Fong Yeh Shingo Takamatsu OffRL 28 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 43 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 44 3 0 27 Apr 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying 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 40 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 42 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 33 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
SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations Tanvir Mahmud Chun-Hao Liu Burhaneddin Yaman Diana Marculescu 15 4 0 04 Sep 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 37 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 29 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 45 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 19 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 56 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 33 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 61 0 15 Mar 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 25 37 0 15 Feb 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 39 4 0 13 Jan 2023
VertMatch: A Semi-supervised Framework for Vertebral Structure Detection in 3D Ultrasound Volume Hongye Zeng Kang Zhou Songhan Ge Yuchong Gao Jianhao Zhao Shenghua Gao Ru Zheng MedIm 31 2 0 28 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 25 6 0 20 Dec 2022
Adaptive Self-Training for Object Detection Renaud Vandeghen Gilles Louppe Marc Van Droogenbroeck ObjD 35 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 19 4 0 06 Dec 2022
On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection Ambar Pal Arnau Ramisa C. AmitKumarK René Vidal ObjD 18 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 Xuanyang Zhang Lei Yang Jiandong Zhang ViT 15 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 35 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 27 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 19 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 24 6 0 03 Sep 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 45 113 0 24 Aug 2022
Tunable Hybrid Proposal Networks for the Open World Matthew J. Inkawhich Nathan Inkawhich H. Li Yiran Chen 26 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 41 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 21 16 0 25 Jul 2022