Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint

17 April 2022

Papers citing "Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint"

30 / 30 papers shown

Title
Inconsistency-based Active Learning for LiDAR Object Detection Esteban Rivera Loic Stratil Markus Lienkamp 101 0 0 01 May 2025
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection Esteban Rivera Surya Prabhakaran Markus Lienkamp VLM 514 0 0 01 May 2025
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments Yun Qu Wenjie Wang Yixiu Mao Yiqin Lv Xiangyang Ji TTA 170 0 0 27 Apr 2025
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection Jiangyi Wang Na Zhao 125 0 0 20 Mar 2025
Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection Zengran Wang Yanan Zhang Jiaxin Chen Di Huang 94 0 0 26 Jan 2025
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval Leah Bar Boaz Lerner N. Darshan Rami Ben-Ari VLM 150 1 0 03 Dec 2024
AL-GTD: Deep Active Learning for Gaze Target Detection Francesco Tonini Nicola Dall’Asen Lorenzo Vaquero Cigdem Beyan Elisa Ricci 111 0 0 27 Sep 2024
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection Huang-Yu Chen Jia-Fong Yeh Jia-Wei Liao Pin-Hsuan Peng Winston H. Hsu 114 0 0 09 Sep 2024
Understanding Uncertainty-based Active Learning Under Model Mismatch Amir Hossein Rahmati Mingzhou Fan Ruida Zhou Nathan M. Urban Byung-Jun Yoon Xiaoning Qian 31 1 0 24 Aug 2024
Salutary Labeling with Zero Human Annotation Wenxiao Xiao Hongfu Liu 45 0 0 27 May 2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Xue Liu Weiping Ding Manabu Okumura 165 31 0 01 May 2024
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation Siteng Ma Haochang Wu Aonghus Lawlor Ruihai Dong OOD EDL 84 7 0 29 Jan 2024
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 128 31 0 22 Oct 2023
Towards Open World Active Learning for 3D Object Detection Zhuoxiao Chen Yadan Luo Zixin Wang Zijian Wang Xin Yu Zi Huang 68 0 0 16 Oct 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 94 21 0 29 Sep 2023
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling Ke Yu Yuanmin Tang Giulia DeSalvo Suraj Kothawade Abdullah Rashwan S. Tavakkol Kayhan Batmanghelich Xiaoqi Yin ISeg 76 0 0 28 Sep 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection Yuting Wang Velibor Ilic Jiatong Li B. Kisačanin Vladimir Pavlovic 65 9 0 14 Sep 2023
Classification Committee for Active Deep Object Detection Lei Zhao Yue Liu Xingxing Wei 96 0 0 16 Aug 2023
Robust Assignment of Labels for Active Learning with Sparse and Noisy Annotations Daniel Kaluza Andrzej Janusz D. Ślęzak 15 3 0 25 Jul 2023
KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection Yadan Luo Zhuoxiao Chen Zhenying Fang Zheng Zhang Zi Huang Mahsa Baktashmotlagh 3DPC 94 15 0 16 Jul 2023
IAdet: Simplest human-in-the-loop object detection Franco Marchesoni-Acland Gabriele Facciolo VLM 104 1 0 04 Jul 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 61 0 0 29 Mar 2023
Box-Level Active Detection Mengyao Lyu Jundong Zhou Hui Chen Yijie Huang Dongdong Yu Yaqian Li Yandong Guo Yuchen Guo Liuyu Xiang Guiguang Ding VLM ObjD 75 15 0 23 Mar 2023
Active learning for data streams: a survey Davide Cacciarelli M. Kulahci 83 49 0 17 Feb 2023
Exploring Active 3D Object Detection from a Generalization Perspective Yadan Luo Zhuoxiao Chen Zijian Wang Xin Yu Zi Huang Mahsa Baktash 3DPC 89 29 0 23 Jan 2023
PROB: Probabilistic Objectness for Open World Object Detection O. Zohar Kuan-Chieh Wang Serena Yeung 83 63 0 02 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 94 21 0 27 Nov 2022
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 104 17 0 21 Nov 2022
A Survey of Dataset Refinement for Problems in Computer Vision Datasets Zhijing Wan Zhixiang Wang CheukTing Chung Zheng Wang 99 10 0 21 Oct 2022
Contextual Diversity for Active Learning Sharat Agarwal H. Arora Saket Anand Chetan Arora 179 172 0 13 Aug 2020