Multiple instance active learning for object detection

6 April 2021

Papers citing "Multiple instance active learning for object detection"

50 / 57 papers shown

Title
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Wenxin Chen Mengxue Qu Weitai Kang Yan Yan Yao Zhao Yunchao Wei 41 0 0 17 Apr 2025
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection Jiangyi Wang Na Zhao 39 0 0 20 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets H. Kniesel Pedro Hermosilla Timo Ropinski 62 0 0 12 Mar 2025
Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection Zengran Wang Yanan Zhang Jiaxin Chen Di Huang 29 0 0 26 Jan 2025
Multi-Instance Partial-Label Learning with Margin Adjustment Wei Tang Yin-Fang Yang Zhaofei Wang W. Zhang M. Zhang 65 0 0 22 Jan 2025
YOLO-UniOW: Efficient Universal Open-World Object Detection Lihao Liu Juexiao Feng Hui Chen Ao Wang Lin Song J. Han Guiguang Ding ObjD VLM 38 2 0 31 Dec 2024
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection Huang-Yu Chen Jia-Fong Yeh Jia-Wei Liao Pin-Hsuan Peng Winston H. Hsu 57 0 0 09 Sep 2024
ACTRESS: Active Retraining for Semi-supervised Visual Grounding Weitai Kang Mengxue Qu Yunchao Wei Yan Yan 31 6 0 03 Jul 2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Renhe Jiang Weiping Ding Manabu Okumura 44 20 0 01 May 2024
Camera clustering for scalable stream-based active distillation Dani Manjah Davide Cacciarelli Christophe De Vleeschouwer Benoit Macq 28 1 0 16 Apr 2024
Coreset Selection for Object Detection Hojun Lee Suyoung Kim Junhoo Lee Jaeyoung Yoo Nojun Kwak 30 4 0 14 Apr 2024
Deep Active Learning: A Reality Check Edrina Gashi Jiankang Deng Ismail Elezi HAI 30 1 0 21 Mar 2024
Boosting Semi-Supervised Object Detection in Remote Sensing Images With Active Teaching Boxuan Zhang Zengmao Wang Bo Du 36 4 0 29 Feb 2024
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness Rongyu Zhang Zefan Cai Huanrui Yang Zidong Liu Denis A. Gudovskiy ... Kurt Keutzer Baobao Chang Yuan Du Li Du Shanghang Zhang VLM 27 1 0 15 Jan 2024
DeLR: Active Learning for Detection with Decoupled Localization and Recognition Query Yuhang Zhang Yuang Deng Xiaopeng Zhang Jie Li Robert C. Qiu Qi Tian ObjD 47 0 0 28 Dec 2023
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization Zixin Ding Si-An Chen Ruoxi Jia Yuxin Chen 35 1 0 25 Oct 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 46 22 0 22 Oct 2023
Active Learning Framework for Cost-Effective TCR-Epitope Binding Affinity Prediction Pengfei Zhang Seojin Bang Heewook Lee 14 1 0 16 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
Towards Free Data Selection with General-Purpose Models Alessandro Mutti Mingyu Ding Patrizia Semeraro Wei Zhan 29 9 0 29 Sep 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
Classification Committee for Active Deep Object Detection Lei Zhao Bo-wen Li Xingxing Wei 29 0 0 16 Aug 2023
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning A. Hekimoglu Michael Schmidt Alvaro Marcos-Ramiro 3DPC 21 10 0 17 Jul 2023
Active Learning for Object Detection with Non-Redundant Informative Sampling A. Hekimoglu A. Brucker A. Kayalı Michael Schmidt Alvaro Marcos-Ramiro 22 1 0 17 Jul 2023
KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection Yadan Luo Zhuoxiao Chen Zhenying Fang Zheng-Wei Zhang Zi Huang Mahsa Baktashmotlagh 3DPC 18 12 0 16 Jul 2023
IAdet: Simplest human-in-the-loop object detection Franco Marchesoni-Acland Gabriele Facciolo VLM 44 1 0 04 Jul 2023
REAL: A Representative Error-Driven Approach for Active Learning Cheng Chen Yong Wang Lizi Liao Yueguo Chen Xiaoyong Du 77 2 0 03 Jul 2023
Multi-Task Consistency for Active Learning A. Hekimoglu Philipp Friedrich Walter Zimmer Michael Schmidt Alvaro Marcos-Ramiro Alois C. Knoll VLM 10 10 0 21 Jun 2023
Re-Benchmarking Pool-Based Active Learning for Binary Classification Po-Yi Lu Chun-Liang Li Hsuan-Tien Lin 13 7 0 15 Jun 2023
Towards Balanced Active Learning for Multimodal Classification Meng Shen Yizheng Huang Jianxiong Yin Heqing Zou D. Rajan Simon See 17 5 0 14 Jun 2023
Active Vision Reinforcement Learning under Limited Visual Observability Jinghuan Shang Michael S. Ryoo 32 0 0 01 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
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie Han Lu Junchi Yan Xiaokang Yang M. Tomizuka Wei Zhan 38 30 0 25 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 24 15 0 23 Mar 2023
Active Teacher for Semi-Supervised Object Detection Peng Mi Jianghang Lin Yiyi Zhou Yunhang Shen Gen Luo Xiaoshuai Sun Liujuan Cao Rongrong Fu Qiang Xu Rongrong Ji 52 60 0 15 Mar 2023
ReBound: An Open-Source 3D Bounding Box Annotation Tool for Active Learning Wesley Chen Andrew Edgley Raunak Hota Joshua Liu Ezra Schwartz Aminah Yizar Neehar Peri James M. Purtilo 21 3 0 11 Mar 2023
Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection Jiakang Yuan Bo-Wen Zhang Xiangchao Yan Tao Chen Botian Shi Yikang Li Yu Qiao 45 24 0 10 Mar 2023
Assessing Domain Gap for Continual Domain Adaptation in Object Detection Anh-Dzung Doan Bach Long Nguyen Surabhi Gupta Ian Reid Markus Wagner Tat-Jun Chin TTA 18 4 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 29 26 0 23 Jan 2023
Towards Rapid Prototyping and Comparability in Active Learning for Deep Object Detection Tobias Riedlinger Marius Schubert Karsten Kahl Hanno Gottschalk Matthias Rottmann VLM ObjD 22 2 0 21 Dec 2022
Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni Chloé Sekkat Gilles Puy Antonín Vobecký Éloi Zablocki Patrick Pérez OCL SSL 28 51 0 15 Dec 2022
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 33 5 0 13 Dec 2022
Evaluating Zero-cost Active Learning for Object Detection Dominik Probst Hasnain Raza E. Rodner VLM ObjD 29 1 0 08 Dec 2022
Deep Active Learning for Computer Vision: Past and Future Rinyoichi Takezoe Xu Liu Shunan Mao Marco Tianyu Chen Zhanpeng Feng Shiliang Zhang Xiaoyu Wang VLM 35 19 0 27 Nov 2022
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 23 16 0 21 Nov 2022
ALBench: A Framework for Evaluating Active Learning in Object Detection Zhanpeng Feng Shiliang Zhang Rinyoichi Takezoe Wenze Hu Manmohan Chandraker Li-Jia Li V. Narayanan Xiaoyu Wang VLM 23 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 33 19 0 25 Jul 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 32 15 0 23 Jul 2022
Efficient Human-in-the-loop System for Guiding DNNs Attention Yi He Xi Yang Chia-Ming Chang Haoran Xie Takeo Igarashi 11 8 0 13 Jun 2022
Balancing Bias and Variance for Active Weakly Supervised Learning Hitesh Sapkota Qi Yu 8 3 0 12 Jun 2022