Active Learning Strategies for Weakly-supervised Object Detection

Active Learning Strategies for Weakly-supervised Object Detection

25 July 2022

Oriane Siméoni

Papers citing "Active Learning Strategies for Weakly-supervised Object Detection"

17 / 17 papers shown

Title
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology Boqi Chen Cédric Vincent-Cuaz Lydia A. Schoenpflug Manuel Madeira Lisa Fournier ... D. Thanou V. Koelzer Pascal Frossard Gabriele Campanella Gunnar Rätsch 48 0 0 24 Mar 2025
Weakly Supervised Test-Time Domain Adaptation for Object Detection Anh-Dzung Doan Bach Long Nguyen Terry Lim M. Jayawardhana Surabhi Gupta Christophe Guettier Ian Reid Markus Wagner Tat-Jun Chin TTA 29 0 0 08 Jul 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 53 18 0 24 May 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 44 22 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 32 0 0 16 Oct 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection Yuting Wang Velibor Ilic Jiatong Li B. Kisačanin Vladimir Pavlovic 20 8 0 14 Sep 2023
Read, look and detect: Bounding box annotation from image-caption pairs E. Sanchez ObjD 25 0 0 09 Jun 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 11 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 18 15 0 23 Mar 2023
Exploring Active 3D Object Detection from a Generalization Perspective Yadan Luo Zhuoxiao Chen Zijian Wang Xin Yu Zi Huang Mahsa Baktash 3DPC 29 26 0 23 Jan 2023
Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni Chloé Sekkat Gilles Puy Antonín Vobecký Éloi Zablocki Patrick Pérez OCL SSL 26 51 0 15 Dec 2022
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object Detection Dong Liang Jingwei Zhang Ying-Peng Tang Sheng-Jun Huang 9 17 0 06 Dec 2022
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 170 196 0 29 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 305 5,773 0 29 Apr 2021
UFO $^2$ : A Unified Framework towards Omni-supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Ming-Yu Liu A. Schwing Jan Kautz ObjD 188 35 0 21 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 264 3,369 0 09 Mar 2020
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost M. Gao Zizhao Zhang Guo-Ding Yu Sercan Ö. Arik L. Davis Tomas Pfister 158 195 0 16 Oct 2019