Semi-Supervised Object Detection: A Survey on Progress from CNN to
Transformer

Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer

11 July 2024

Tahira Shehzadi

Didier Stricker

Muhammad Zeshan Afzal

Papers citing "Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer"

19 / 69 papers shown

Title
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 217 3,485 0 30 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 82 463 0 31 Aug 2019
Improvability Through Semi-Supervised Learning: A Survey of Theoretical Results A. Mey Marco Loog SSL 32 20 0 26 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo Guosheng Lin VLM ObjD 53 813 0 10 Aug 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 119 840 0 08 Aug 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 78 534 0 26 Jun 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 110 1,600 0 18 Jun 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 126 2,313 0 29 Apr 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 103 1,287 0 21 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 119 5,006 0 02 Apr 2019
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 48 853 0 30 Jul 2018
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 90 3,634 0 16 Aug 2017
Learning non-maximum suppression J. Hosang Rodrigo Benenson Bernt Schiele ObjD 54 521 0 08 May 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 83 1,786 0 14 Apr 2017
Spatial Memory for Context Reasoning in Object Detection Xinlei Chen Abhinav Gupta ObjD 70 166 0 13 Apr 2017
Learning scale-variant and scale-invariant features for deep image classification Nanne van Noord E. Postma SSL 41 157 0 03 Feb 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 680 36,923 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 493 62,243 0 04 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 398 43,619 0 01 May 2014