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2104.02324
Cited By
Multiple instance active learning for object detection
Computer Vision and Pattern Recognition (CVPR), 2021
6 April 2021
Tianning Yuan
Fang Wan
Mengying Fu
Jianzhuang Liu
Songcen Xu
Xiangyang Ji
QiXiang Ye
WSOD
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Papers citing
"Multiple instance active learning for object detection"
50 / 66 papers shown
IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection
Johannes Meier
Florian Günther
Riccardo Marin
Oussema Dhaouadi
Jacques Kaiser
Daniel Cremers
159
0
0
24 Nov 2025
Table Detection with Active Learning
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2025
Somraj Gautam
Nachiketa Purohit
Gaurav Harit
156
0
0
24 Sep 2025
Streamlining the Development of Active Learning Methods in Real-World Object Detection
Moussa Kassem Sbeyti
Nadja Klein
Michelle Karg
Christian Wirth
S. Albayrak
120
0
0
27 Aug 2025
OmViD: Omni-supervised active learning for video action detection
A. J. Rana
Akash Kumar
Vibhav Vineet
Yogesh S Rawat
123
0
0
19 Aug 2025
Increasing Information Extraction in Low-Signal Regimes via Multiple Instance Learning
Atakan Azakli
Bernd Stelzer
127
0
0
09 Aug 2025
Benchmarking Deep Learning-Based Object Detection Models on Feature Deficient Astrophotography Imagery Dataset
Shantanusinh Parmar
196
1
0
04 Aug 2025
Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding
Nuoye Xiong
Anqi Dong
Ning Wang
Cong Hua
Guangming Zhu
Lin Mei
Peiyi Shen
Liang Zhang
230
0
0
28 Jun 2025
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation
Wenxin Chen
Mengxue Qu
Weitai Kang
Yan Yan
Yao Zhao
Yunchao Wei
237
1
0
17 Apr 2025
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Jiangyi Wang
Na Zhao
358
0
0
20 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets
H. Kniesel
Pedro Hermosilla
Timo Ropinski
327
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
375
0
0
26 Jan 2025
Multi-Instance Partial-Label Learning with Margin Adjustment
Neural Information Processing Systems (NeurIPS), 2025
Wei Tang
Yin-Fang Yang
Zhaofei Wang
Feiyu Xiong
Hao Fei
352
4
0
22 Jan 2025
Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection
IEEE International Conference on Distributed Computing Systems (ICDCS), 2024
Hongrui Shi
Valentin Radu
Po Yang
FedML
202
1
0
03 Jan 2025
YOLO-UniOW: Efficient Universal Open-World Object Detection
Lihao Liu
Juexiao Feng
Hui Chen
Ao Wang
Lin Song
Jiawei Han
Guiguang Ding
ObjD
VLM
296
5
0
31 Dec 2024
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection
Conference on Robot Learning (CoRL), 2024
Huang-Yu Chen
Jia-Fong Yeh
Jia-Wei Liao
Pin-Hsuan Peng
Winston H. Hsu
348
1
0
09 Sep 2024
ACTRESS: Active Retraining for Semi-supervised Visual Grounding
Weitai Kang
Mengxue Qu
Yunchao Wei
Yan Yan
326
8
0
03 Jul 2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers
Dongyuan Li
Zhen Wang
Yankai Chen
Xue Liu
Weiping Ding
Manabu Okumura
488
89
0
01 May 2024
Camera clustering for scalable stream-based active distillation
Dani Manjah
Davide Cacciarelli
Christophe De Vleeschouwer
Benoit Macq
217
2
0
16 Apr 2024
Coreset Selection for Object Detection
Hojun Lee
Suyoung Kim
Junhoo Lee
Jaeyoung Yoo
Nojun Kwak
220
15
0
14 Apr 2024
Deep Active Learning: A Reality Check
Edrina Gashi
Jiankang Deng
Ismail Elezi
HAI
218
2
0
21 Mar 2024
Boosting Semi-Supervised Object Detection in Remote Sensing Images With Active Teaching
Boxuan Zhang
Zengmao Wang
Bo Du
232
9
0
29 Feb 2024
VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
ACM Multimedia (MM), 2024
Rongyu Zhang
Zefan Cai
Huanrui Yang
Zidong Liu
Denis A. Gudovskiy
...
Kurt Keutzer
Baobao Chang
Yuan Du
Li Du
Shanghang Zhang
VLM
309
2
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
287
0
0
28 Dec 2023
Learning to Rank for Active Learning via Multi-Task Bilevel Optimization
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Zixin Ding
Si-An Chen
Ruoxi Jia
Yuxin Chen
291
2
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
394
72
0
22 Oct 2023
Active Learning Framework for Cost-Effective TCR-Epitope Binding Affinity Prediction
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023
Pengfei Zhang
Seojin Bang
Heewook Lee
196
2
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
224
1
0
16 Oct 2023
Towards Free Data Selection with General-Purpose Models
Neural Information Processing Systems (NeurIPS), 2023
Alessandro Mutti
Mingyu Ding
Patrizia Semeraro
Wei Zhan
245
12
0
29 Sep 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection
IEEE International Conference on Computer Vision (ICCV), 2023
Yuting Wang
Velibor Ilic
Jiatong Li
B. Kisačanin
Vladimir Pavlovic
208
12
0
14 Sep 2023
Classification Committee for Active Deep Object Detection
IEEE transactions on multimedia (IEEE TMM), 2023
Lei Zhao
Yue Liu
Xingxing Wei
296
2
0
16 Aug 2023
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
A. Hekimoglu
Michael Schmidt
Alvaro Marcos-Ramiro
3DPC
198
16
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
145
3
0
17 Jul 2023
KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection
IEEE International Conference on Computer Vision (ICCV), 2023
Yadan Luo
Zhuoxiao Chen
Zhenying Fang
Zheng Zhang
Zi Huang
Mahsa Baktashmotlagh
3DPC
232
17
0
16 Jul 2023
IAdet: Simplest human-in-the-loop object detection
Franco Marchesoni-Acland
Gabriele Facciolo
VLM
214
2
0
04 Jul 2023
REAL: A Representative Error-Driven Approach for Active Learning
Cheng Chen
Yong Wang
Lizi Liao
Yueguo Chen
Xiaoyong Du
270
4
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
196
12
0
21 Jun 2023
An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Learning in Tabular Datasets
Po-Yi Lu
Yi-Jie Cheng
Chun-Liang Li
Hsuan-Tien Lin
374
8
0
15 Jun 2023
Towards Balanced Active Learning for Multimodal Classification
ACM Multimedia (ACM MM), 2023
Meng Shen
Yizheng Huang
Jianxiong Yin
Heqing Zou
D. Rajan
Simon See
191
9
0
14 Jun 2023
Active Vision Reinforcement Learning under Limited Visual Observability
Neural Information Processing Systems (NeurIPS), 2023
Jinghuan Shang
Michael S. Ryoo
309
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
210
0
0
29 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm
Computer Vision and Pattern Recognition (CVPR), 2023
Yichen Xie
Han Lu
Junchi Yan
Yunbo Wang
Masayoshi Tomizuka
Wei Zhan
245
44
0
25 Mar 2023
Box-Level Active Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Mengyao Lyu
Jundong Zhou
Hui Chen
Yijie Huang
Dongdong Yu
Yaqian Li
Yandong Guo
Yuchen Guo
Liuyu Xiang
Guiguang Ding
VLM
ObjD
155
22
0
23 Mar 2023
Active Teacher for Semi-Supervised Object Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Peng Mi
Jianghang Lin
Weihao Ye
Chunjiang Ge
Gen Luo
Xiaoshuai Sun
Liujuan Cao
Rongrong Fu
Qiang Xu
Rongrong Ji
245
74
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
196
3
0
11 Mar 2023
Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection
Computer Vision and Pattern Recognition (CVPR), 2023
Jiakang Yuan
Bo Zhang
Xiangchao Yan
Tao Chen
Ding Wang
Yikang Li
Yu Qiao
287
31
0
10 Mar 2023
Assessing Domain Gap for Continual Domain Adaptation in Object Detection
Computer Vision and Image Understanding (CVIU), 2023
Anh-Dzung Doan
Bach Long Nguyen
Surabhi Gupta
Ian Reid
Markus Wagner
Tat-Jun Chin
TTA
253
6
0
21 Feb 2023
Exploring Active 3D Object Detection from a Generalization Perspective
International Conference on Learning Representations (ICLR), 2023
Yadan Luo
Zhuoxiao Chen
Zijian Wang
Xin Yu
Zi Huang
Mahsa Baktash
3DPC
224
34
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
186
3
0
21 Dec 2022
Unsupervised Object Localization: Observing the Background to Discover Objects
Computer Vision and Pattern Recognition (CVPR), 2022
Oriane Siméoni
Chloé Sekkat
Gilles Puy
Antonín Vobecký
Éloi Zablocki
Patrick Pérez
OCL
SSL
306
78
0
15 Dec 2022
Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2022
Zhenyu Wu
Lin Wang
Wen Wang
Qing Xia
Chenglizhao Chen
Aimin Hao
Shuo Li
AAML
300
5
0
13 Dec 2022
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