Active Learning for Deep Detection Neural Networks

20 November 2019

Papers citing "Active Learning for Deep Detection Neural Networks"

29 / 29 papers shown

Title
Feedback-driven object detection and iterative model improvement Sönke Tenckhoff Mario Koddenbrock Erik Rodner ObjD VLM 84 0 0 29 Nov 2024
Automated Detection of Cat Facial Landmarks G.A. Martvel I. Shimshoni Anna Zamansky CVBM 24 13 0 15 Oct 2023
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment Amirsaeed Yazdani Xuelu Li V. Monga EDL 41 0 0 28 Aug 2023
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning A. Hekimoglu Michael Schmidt Alvaro Marcos-Ramiro 3DPC 28 10 0 17 Jul 2023
Evaluating the effect of data augmentation and BALD heuristics on distillation of Semantic-KITTI dataset Ngoc Phuong Anh Duong Alexandre Almin Léo Lemarié B. R. Kiran 27 0 0 21 Feb 2023
Exploring Active 3D Object Detection from a Generalization Perspective Yadan Luo Zhuoxiao Chen Zijian Wang Xin Yu Zi Huang Mahsa Baktash 3DPC 34 27 0 23 Jan 2023
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection Zhenyu Wu Lin Wang Wen Wang Qing Xia Chenglizhao Chen Aimin Hao Shuo Li AAML 41 5 0 13 Dec 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
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut Yangtao Wang Xiaoke Shen Yuan. Yuan Yuming Du Maomao Li S. Hu James L. Crowley Dominique Vaufreydaz VOS ViT 20 76 0 01 Sep 2022
Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization Ding Li Xuebing Yang Yongqiang Tang Chenyang Zhang Wensheng Zhang 31 4 0 31 Aug 2022
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 25 6 0 27 Jul 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 34 15 0 23 Jul 2022
Discovering and forecasting extreme events via active learning in neural operators Ethan Pickering Stephen Guth George Karniadakis T. Sapsis AI4CE 19 57 0 05 Apr 2022
LiDAR dataset distillation within bayesian active learning framework: Understanding the effect of data augmentation Ngoc Phuong Anh Duong Alexandre Almin Léo Lemarié B. R. Kiran 18 3 0 06 Feb 2022
CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation Yu Qiao Jincheng Zhu Chengjiang Long Zeyao Zhang Yuxin Wang Z. Du Xin Yang 43 13 0 11 Dec 2021
Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution A. Mahyari P. Pirolli Jacqueline A. LeBlanc 16 0 0 12 Oct 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 30 0 0 01 Oct 2021
Bayesian Active Learning for Sim-to-Real Robotic Perception Jianxiang Feng Jongseok Lee M. Durner Rudolph Triebel 52 13 0 23 Sep 2021
MCDAL: Maximum Classifier Discrepancy for Active Learning Jae-Won Cho Dong-Jin Kim Yunjae Jung In So Kweon 16 46 0 23 Jul 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
Multiple instance active learning for object detection Tianning Yuan Fang Wan Mengying Fu Jianzhuang Liu Songcen Xu Xiangyang Ji QiXiang Ye WSOD 27 120 0 06 Apr 2021
Cost-Based Budget Active Learning for Deep Learning P. Gikunda Nicolas Jouandeau 16 1 0 09 Dec 2020
Learning to Rank for Active Learning: A Listwise Approach Minghan Li Xialei Liu J. Weijer Bogdan Raducanu 27 22 0 31 Jul 2020
Deep Active Learning for Remote Sensing Object Detection Zhenshen Qu Jingda Du Yong Cao Qiuyu Guan Pengbo Zhao ObjD 11 17 0 17 Mar 2020
Parting with Illusions about Deep Active Learning Sudhanshu Mittal Maxim Tatarchenko Özgün Çiçek Thomas Brox VLM 19 59 0 11 Dec 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 233 2,056 0 07 Jun 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015