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"

13 / 13 papers shown

Title
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection Esteban Rivera Surya Prabhakaran Markus Lienkamp VLM 473 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 138 0 0 27 Apr 2025
Multiple instance active learning for object detection Tianning Yuan Fang Wan Mengying Fu Jianzhuang Liu Songcen Xu Xiangyang Ji QiXiang Ye WSOD 86 123 0 06 Apr 2021
Active Learning for Deep Object Detection via Probabilistic Modeling Jiwoong Choi Ismail Elezi Hyuk-Jae Lee C. Farabet J. Álvarez 62 123 0 30 Mar 2021
Contextual Diversity for Active Learning Sharat Agarwal H. Arora Saket Anand Chetan Arora 127 169 0 13 Aug 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 412 13,048 0 26 May 2020
Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds Jordan T. Ash Chicheng Zhang A. Krishnamurthy John Langford Alekh Agarwal BDL UQCV 88 773 0 09 Jun 2019
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 85 660 0 09 May 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 130 5,008 0 02 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 119 579 0 31 Mar 2019
Active Learning for Deep Object Detection C. Brust Christoph Käding Joachim Denzler VLM ObjD 50 118 0 26 Sep 2018
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation Ling Yang Yizhe Zhang Jianxu Chen Siyuan Zhang Danny Chen MedIm 71 504 0 15 Jun 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 70 1,735 0 08 Mar 2017