Localization-Aware Active Learning for Object Detection

Localization-Aware Active Learning for Object Detection

16 January 2018

Papers citing "Localization-Aware Active Learning for Object Detection"

19 / 19 papers shown

Title
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection Esteban Rivera Surya Prabhakaran Markus Lienkamp VLM 204 0 0 01 May 2025
Deep Active Learning: A Reality Check Edrina Gashi Jiankang Deng Ismail Elezi HAI 44 1 0 21 Mar 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 24 0 0 28 Sep 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 19 0 0 29 Mar 2023
Exploring Active 3D Object Detection from a Generalization Perspective Yadan Luo Zhuoxiao Chen Zijian Wang Xin Yu Zi Huang Mahsa Baktash 3DPC 37 27 0 23 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation Munan Ning Donghuan Lu Yujia Xie Dongdong Chen Dong Wei Yefeng Zheng Yonghong Tian Shuicheng Yan Liuliang Yuan 30 9 0 18 Jan 2023
Towards an Error-free Deep Occupancy Detector for Smart Camera Parking System Tung-Lam Duong Van-Duc Le Tien-Cuong Bui H. To 11 3 0 17 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 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 41 19 0 25 Jul 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 40 15 0 23 Jul 2022
Bayesian Active Learning for Sim-to-Real Robotic Perception Jianxiang Feng Jongseok Lee M. Durner Rudolph Triebel 52 13 0 23 Sep 2021
Not All Labels Are Equal: Rationalizing The Labeling Costs for Training Object Detection Ismail Elezi Zhiding Yu Anima Anandkumar Laura Leal-Taixe J. Álvarez ObjD 30 39 0 22 Jun 2021
Active Learning for Deep Neural Networks on Edge Devices Yuya Senzaki Christian Hamelain 31 7 0 21 Jun 2021
Consistency-based Active Learning for Object Detection Weiping Yu Sijie Zhu Taojiannan Yang Chong Chen ObjD 22 50 0 18 Mar 2021
Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions Jun Wang Shaoguo Wen Kaixing Chen Jianghua Yu Xiaoxia Zhou Peng Gao Changsheng Li Guotong Xie ISeg 22 18 0 09 Dec 2020
How useful is Active Learning for Image-based Plant Phenotyping? Koushik Nagasubramanian Talukder Z. Jubery Fateme Fotouhi Ardakani S. Mirnezami Asheesh K. Singh Arti Singh S. Sarkar Baskar Ganapathysubramanian VLM 26 16 0 07 Jun 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
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
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments Dongwha Shin M. Ahmed P. Rhee ObjD 26 20 0 13 Oct 2018