Active Learning for Deep Object Detection

Active Learning for Deep Object Detection

26 September 2018

Christoph Käding

Joachim Denzler

Papers citing "Active Learning for Deep Object Detection"

15 / 15 papers shown

Title
Inconsistency-Based Data-Centric Active Open-Set Annotation Ruiyu Mao Ouyang Xu Yunhui Guo 43 4 0 10 Jan 2024
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 32 0 0 28 Sep 2023
Active Learning for Semantic Segmentation with Multi-class Label Query S. Hwang Sohyun Lee Hoyoung Kim Minhyeon Oh Jungseul Ok Suha Kwak VLM 38 7 0 17 Sep 2023
Streaming Active Learning with Deep Neural Networks Akanksha Saran Safoora Yousefi A. Krishnamurthy John Langford Jordan T. Ash 40 15 0 05 Mar 2023
Frugal Reinforcement-based Active Learning Sebastien Deschamps H. Sahbi 16 0 0 09 Dec 2022
Evaluating Zero-cost Active Learning for Object Detection Dominik Probst Hasnain Raza E. Rodner VLM ObjD 34 1 0 08 Dec 2022
ALBench: A Framework for Evaluating Active Learning in Object Detection Zhanpeng Feng Shiliang Zhang Rinyoichi Takezoe Wenze Hu Manmohan Chandraker Li-Jia Li Vijay Narayanan Xiaoyu Wang VLM 33 6 0 27 Jul 2022
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 43 19 0 25 Jul 2022
A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond Elena Garces Carlos Rodriguez-Pardo Dan Casas Jorge López-Moreno 26 43 0 07 Dec 2021
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis Sumit Shekhar Bhanu Prakash Reddy Guda Ashutosh Chaubey Ishan Jindal Avanish Jain 33 0 0 01 Oct 2021
Region-level Active Detector Learning Michael Laielli Giscard Biamby Dian Chen Ritwik Gupta Adam Loeffler P. Nguyen R. Luo Trevor Darrell Sayna Ebrahimi ObjD 21 2 0 20 Aug 2021
Minimizing Supervision in Multi-label Categorization Rajat Munender Varshney Pravendra Singh Vinay P. Namboodi 14 2 0 26 May 2020
Active Learning for Deep Detection Neural Networks H. H. Aghdam Abel Gonzalez-Garcia Joost van de Weijer Antonio M. López VLM ObjD 39 138 0 20 Nov 2019
LOST: A flexible framework for semi-automatic image annotation Jonas Jäger Gereon Reus Joachim Denzler Viviane Wolff K. Fricke-Neuderth VLM 15 2 0 16 Oct 2019
An Adaptive Supervision Framework for Active Learning in Object Detection Sai Vikas Desai Akshay L Chandra Wei Guo S. Ninomiya V. Balasubramanian 29 41 0 07 Aug 2019