Watch and Learn: Semi-Supervised Learning of Object Detectors from Videos

21 May 2015

Papers citing "Watch and Learn: Semi-Supervised Learning of Object Detectors from Videos"

31 / 31 papers shown

Title
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 42 14 0 29 Nov 2023
SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations Tanvir Mahmud Chun-Hao Liu Burhaneddin Yaman Diana Marculescu 20 4 0 04 Sep 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 57 61 0 15 Mar 2023
Weakly-Supervised Action Detection Guided by Audio Narration Keren Ye Adriana Kovashka 43 0 0 12 May 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems Shu Hu Chunfang Liu Jayanta K. Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan 26 15 0 11 Mar 2022
A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin Genda Chen 22 24 0 10 Sep 2021
Dash: Semi-Supervised Learning with Dynamic Thresholding Yi Tian Xu Lei Shang Jinxing Ye Qi Qian Yu-Feng Li Baigui Sun Hao Li Rong Jin 47 219 0 01 Sep 2021
Multi-Object Tracking with Hallucinated and Unlabeled Videos Daniel McKee Bing Shuai Andrew G. Berneshawi Manchen Wang Davide Modolo Svetlana Lazebnik Joseph Tighe VOT 19 7 0 19 Aug 2021
The Pursuit of Knowledge: Discovering and Localizing Novel Categories using Dual Memory Sai Saketh Rambhatla Ramalingam Chellappa Abhinav Shrivastava 25 17 0 04 May 2021
Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations Andreas Panteli Jonas Teuwen H. Horlings E. Gavves 26 3 0 21 Apr 2021
Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework Qiang-feng Zhou Chaohui Yu Zhibin Wang Qi Qian Hao Li ObjD 27 195 0 21 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 27 569 0 28 Feb 2021
Unbiased Teacher for Semi-Supervised Object Detection Yen-Cheng Liu Chih-Yao Ma Zijian He Chia-Wen Kuo Kan Chen Peizhao Zhang Bichen Wu Z. Kira Peter Vajda 68 475 0 18 Feb 2021
Efficient video annotation with visual interpolation and frame selection guidance Alina Kuznetsova Aakrati Talati Yiwen Luo Keith Simmons V. Ferrari 29 20 0 23 Dec 2020
Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild Yang Xiao Vincent Lepetit Renaud Marlet 3DPC 46 315 0 23 Jul 2020
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection Jiaxi Wu Songtao Liu Di Huang Yunhong Wang ObjD 28 282 0 18 Jul 2020
A Simple Semi-Supervised Learning Framework for Object Detection Kihyuk Sohn Zizhao Zhang Chun-Liang Li Han Zhang Chen-Yu Lee Tomas Pfister 40 493 0 10 May 2020
Generalizable semi-supervised learning method to estimate mass from sparsely annotated images Muhammad K. A. Hamdan D. Rover Matthew J. Darr John Just 30 7 0 05 Mar 2020
Robust Deep Graph Based Learning for Binary Classification Minxiang Ye V. Stanković L. Stanković Gene Cheung OOD 31 10 0 06 Dec 2019
Large-Scale Object Mining for Object Discovery from Unlabeled Video Aljosa Osep P. Voigtlaender Jonathon Luiten Stefan Breuers Bastian Leibe 35 24 0 28 Feb 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 37 140 0 05 Jan 2019
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 26 123 0 10 Sep 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 32 296 0 15 Aug 2018
Optimizing Video Object Detection via a Scale-Time Lattice Kai-xiang Chen Jiaqi Wang Shuo Yang Xingcheng Zhang Yuanjun Xiong Chen Change Loy Dahua Lin ObjD 44 106 0 16 Apr 2018
Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection Yuxing Tang Josiah Wang Xiaofang Wang Boyang Gao Emmanuel Dellandrea R. Gaizauskas Liming Chen ObjD 28 115 0 09 Jan 2018
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video Aljosa Osep P. Voigtlaender Jonathon Luiten Stefan Breuers Bastian Leibe ObjD 45 11 0 23 Dec 2017
Few-Example Object Detection with Model Communication Xuanyi Dong Liang Zheng Fan Ma Yi Yang Deyu Meng ObjD VLM 21 158 0 26 Jun 2017
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Spot On: Action Localization from Pointly-Supervised Proposals Pascal Mettes Jan van Gemert Cees G. M. Snoek 36 126 0 26 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 100 11,480 0 06 Apr 2016
Unsupervised Learning of Visual Representations using Videos Xinyu Wang Abhinav Gupta SSL 46 232 0 04 May 2015