Consistency-based Active Learning for Object Detection

18 March 2021

Papers citing "Consistency-based Active Learning for Object Detection"

23 / 23 papers shown

Title
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection Esteban Rivera Surya Prabhakaran Markus Lienkamp VLM 136 0 0 01 May 2025
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Wenxin Chen Mengxue Qu Weitai Kang Yan Yan Yao Zhao Yunchao Wei 41 0 0 17 Apr 2025
ACTRESS: Active Retraining for Semi-supervised Visual Grounding Weitai Kang Mengxue Qu Yunchao Wei Yan Yan 31 6 0 03 Jul 2024
Boosting Semi-Supervised Object Detection in Remote Sensing Images With Active Teaching Boxuan Zhang Zengmao Wang Bo Du 28 4 0 29 Feb 2024
Benchmarking of Query Strategies: Towards Future Deep Active Learning Shiryu Ueno Yusei Yamada Shunsuke Nakatsuka Kunihito Kato FedML 6 2 0 10 Dec 2023
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning A. Hekimoglu Michael Schmidt Alvaro Marcos-Ramiro 3DPC 21 10 0 17 Jul 2023
Active Learning for Object Detection with Non-Redundant Informative Sampling A. Hekimoglu A. Brucker A. Kayalı Michael Schmidt Alvaro Marcos-Ramiro 19 1 0 17 Jul 2023
KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection Yadan Luo Zhuoxiao Chen Zhenying Fang Zheng-Wei Zhang Zi Huang Mahsa Baktashmotlagh 3DPC 13 12 0 16 Jul 2023
Multi-Task Consistency for Active Learning A. Hekimoglu Philipp Friedrich Walter Zimmer Michael Schmidt Alvaro Marcos-Ramiro Alois C. Knoll VLM 10 10 0 21 Jun 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
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 50 60 0 15 Mar 2023
Assessing Domain Gap for Continual Domain Adaptation in Object Detection Anh-Dzung Doan Bach Long Nguyen Surabhi Gupta Ian Reid Markus Wagner Tat-Jun Chin TTA 13 4 0 21 Feb 2023
Semi-Automated Construction of Food Composition Knowledge Base Jason Youn Fangzhou Li I. Tagkopoulos 18 0 0 24 Jan 2023
Evaluating Zero-cost Active Learning for Object Detection Dominik Probst Hasnain Raza E. Rodner VLM ObjD 24 1 0 08 Dec 2022
Deep Active Learning for Computer Vision: Past and Future Rinyoichi Takezoe Xu Liu Shunan Mao Marco Tianyu Chen Zhanpeng Feng Shiliang Zhang Xiaoyu Wang VLM 27 19 0 27 Nov 2022
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 23 16 0 21 Nov 2022
Query-based Hard-Image Retrieval for Object Detection at Test Time Edward W. Ayers Jonathan Sadeghi John Redford Romain Mueller P. Dokania 25 1 0 23 Sep 2022
Fair Robust Active Learning by Joint Inconsistency Tsung-Han Wu Hung-Ting Su Shang-Tse Chen Winston H. Hsu AAML 11 1 0 22 Sep 2022
CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety Oriented Research and Digital Twins Ou Zheng Mohamed Abdel-Aty Lishengsa Yue Amr Abdelraouf Zijin Wang Nada Mahmoud 11 126 0 23 Aug 2022
ALBench: A Framework for Evaluating Active Learning in Object Detection Zhanpeng Feng Shiliang Zhang Rinyoichi Takezoe Wenze Hu Manmohan Chandraker Li-Jia Li V. Narayanan Xiaoyu Wang VLM 15 6 0 27 Jul 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 240 3,367 0 09 Mar 2020
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost M. Gao Zizhao Zhang Guo-Ding Yu Sercan Ö. Arik L. Davis Tomas Pfister 158 195 0 16 Oct 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 252 9,134 0 06 Jun 2015