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Instance-aware, Context-focused, and Memory-efficient Weakly Supervised
  Object Detection
v1v2v3 (latest)

Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection

Computer Vision and Pattern Recognition (CVPR), 2020
9 April 2020
Zhongzheng Ren
Zhiding Yu
Xiaodong Yang
Xuan Li
Yong Jae Lee
Alex Schwing
Jan Kautz
    WSOD
ArXiv (abs)PDFHTMLGithub (366★)

Papers citing "Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection"

50 / 82 papers shown
State and Scene Enhanced Prototypes for Weakly Supervised Open-Vocabulary Object Detection
State and Scene Enhanced Prototypes for Weakly Supervised Open-Vocabulary Object Detection
Jiaying Zhou
Qingchao Chen
157
0
0
22 Nov 2025
Dual-Thresholded Heatmap-Guided Proposal Clustering and Negative Certainty Supervision with Enhanced Base Network for Weakly Supervised Object Detection
Dual-Thresholded Heatmap-Guided Proposal Clustering and Negative Certainty Supervision with Enhanced Base Network for Weakly Supervised Object Detection
Yuelin Guo
Haoyu He
Zhiyuan Chen
Zitong Huang
Renhao Lu
Lu Shi
Zejun Wang
Weizhe Zhang
236
0
0
10 Sep 2025
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy ImagesInternational Conference on Learning Representations (ICLR), 2025
H. Kniesel
Leon Sick
Tristan Payer
T. Bergner
K. S. Devan
C. Read
P. Walther
Timo Ropinski
292
3
0
01 Aug 2025
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
Self-Classification Enhancement and Correction for Weakly Supervised Object DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Yufei Yin
Lechao Cheng
Wengang Zhou
Jiajun Deng
Zhou Yu
Houqiang Li
WSOD
338
2
0
22 May 2025
P2Object: Single Point Supervised Object Detection and Instance Segmentation
P2Object: Single Point Supervised Object Detection and Instance SegmentationInternational Journal of Computer Vision (IJCV), 2025
Pengfei Chen
Xuehui Yu
Xumeng Han
Kuiran Wang
Guorong Li
Lingxi Xie
Zhenjun Han
Jianbin Jiao
231
2
0
10 Apr 2025
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise CorrectionAAAI Conference on Artificial Intelligence (AAAI), 2025
Quan Zhang
Yuxin Qi
Xi Tang
Rui Yuan
Xi Lin
Jianchao Tan
Chun Yuan
NoLa
503
11
0
19 Jan 2025
Enhancing Weakly-Supervised Object Detection on Static Images through
  (Hallucinated) Motion
Enhancing Weakly-Supervised Object Detection on Static Images through (Hallucinated) Motion
Cagri Gungor
Adriana Kovashka
259
0
0
15 Sep 2024
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object
  Detection
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection
Liujuan Cao
Jianghang Lin
Zebo Hong
Chunjiang Ge
Shaohui Lin
Chao Chen
Rongrong Ji
218
0
0
27 Jun 2024
Negative Prototypes Guided Contrastive Learning for WSOD
Negative Prototypes Guided Contrastive Learning for WSOD
Yu Zhang
Chuang Zhu
Guoqing Yang
Siqi Chen
359
0
0
04 Jun 2024
Predicting Perceived Gloss: Do Weak Labels Suffice?
Predicting Perceived Gloss: Do Weak Labels Suffice?
Julia Guerrero-Viu
J. Daniel Subias
Ana Serrano
Katherine R. Storrs
Roland W. Fleming
B. Masiá
Diego F. F. Gutierrez
331
5
0
26 Mar 2024
Towards Two-Stream Foveation-based Active Vision Learning
Towards Two-Stream Foveation-based Active Vision LearningIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2024
Timur Ibrayev
Amitangshu Mukherjee
Sai Aparna Aketi
Kaushik Roy
376
6
0
24 Mar 2024
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level
  Recognition
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Lianghui Zhu
Junwei Zhou
Yan Liu
Xin Hao
Wenyu Liu
Xinggang Wang
VLM
329
22
0
22 Feb 2024
Weakly Supervised Object Detection in Chest X-Rays with Differentiable
  ROI Proposal Networks and Soft ROI Pooling
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI Pooling
Philip Muller
Felix Meissen
Georgios Kaissis
Daniel Rueckert
192
10
0
19 Feb 2024
Complete Instances Mining for Weakly Supervised Instance Segmentation
Complete Instances Mining for Weakly Supervised Instance Segmentation
Zecheng Li
Zening Zeng
Yuqi Liang
Jin-Gang Yu
ISeg
378
6
0
12 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild
Computer Vision for Primate Behavior Analysis in the Wild
Richard Vogg
Timo Lüddecke
Jonathan Henrich
Sharmita Dey
Matthias Nuske
...
Alexander Gail
Stefan Treue
H. Scherberger
Florentin Wörgötter
Alexander S. Ecker
513
19
0
29 Jan 2024
Weakly Supervised Open-Vocabulary Object Detection
Weakly Supervised Open-Vocabulary Object Detection
Jianghang Lin
Chunjiang Ge
Bingquan Wang
Shaohui Lin
Ke Li
Liujuan Cao
WSOD
425
18
0
19 Dec 2023
ALWOD: Active Learning for Weakly-Supervised Object Detection
ALWOD: Active Learning for Weakly-Supervised Object DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Yuting Wang
Velibor Ilic
Jiatong Li
B. Kisačanin
Vladimir Pavlovic
287
15
0
14 Sep 2023
Taming Self-Training for Open-Vocabulary Object Detection
Taming Self-Training for Open-Vocabulary Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Shiyu Zhao
S. Schulter
Long Zhao
Zhixing Zhang
Vijay Kumar B.G
Yumin Suh
Manmohan Chandraker
Dimitris N. Metaxas
VLMObjD
431
27
0
11 Aug 2023
Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection
Cyclic-Bootstrap Labeling for Weakly Supervised Object DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Yufei Yin
Jiajun Deng
Wen-gang Zhou
Li Li
Houqiang Li
324
11
0
11 Aug 2023
Spatial Self-Distillation for Object Detection with Inaccurate Bounding
  Boxes
Spatial Self-Distillation for Object Detection with Inaccurate Bounding BoxesIEEE International Conference on Computer Vision (ICCV), 2023
Di Wu
Pengfei Chen
Xuehui Yu
Guorong Li
Zhenjun Han
Jianbin Jiao
372
17
0
22 Jul 2023
Read, look and detect: Bounding box annotation from image-caption pairs
Read, look and detect: Bounding box annotation from image-caption pairs
E. Sanchez
ObjD
253
2
0
09 Jun 2023
Towards Precise Weakly Supervised Object Detection via Interactive
  Contrastive Learning of Context Information
Towards Precise Weakly Supervised Object Detection via Interactive Contrastive Learning of Context InformationIEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2023
Lai Qi
ChiMan Vong
WSOD
400
3
0
27 Apr 2023
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object
  Detection
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023
B. Demirel
Orhun Bugra Baran
R. G. Cinbis
293
25
0
24 Apr 2023
Knowledge Combination to Learn Rotated Detection Without Rotated
  Annotation
Knowledge Combination to Learn Rotated Detection Without Rotated AnnotationComputer Vision and Pattern Recognition (CVPR), 2023
Tianyu Zhu
Bryce Ferenczi
Pulak Purkait
Tom Drummond
Hamid Rezatofighi
Anton Van Den Hengel
349
21
0
05 Apr 2023
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual
  Mask Annotations
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask AnnotationsComputer Vision and Pattern Recognition (CVPR), 2023
VS Vibashan
Ning Yu
Chen Xing
Can Qin
M. Gao
Juan Carlos Niebles
Vishal M. Patel
Ran Xu
VLMISeg
329
21
0
29 Mar 2023
What Can Human Sketches Do for Object Detection?
What Can Human Sketches Do for Object Detection?Computer Vision and Pattern Recognition (CVPR), 2023
Pinaki Nath Chowdhury
A. Bhunia
Aneeshan Sain
Subhadeep Koley
Tao Xiang
Yi-Zhe Song
ObjD
392
43
0
27 Mar 2023
Transformer-based Multi-Instance Learning for Weakly Supervised Object
  Detection
Transformer-based Multi-Instance Learning for Weakly Supervised Object Detection
Zhaofei Wang
Weijia Zhang
Min-Ling Zhang
ViTWSOD
320
3
0
27 Mar 2023
Boosting Weakly Supervised Object Detection using Fusion and Priors from
  Hallucinated Depth
Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated DepthIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Cagri Gungor
Adriana Kovashka
MDE
386
5
0
20 Mar 2023
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for
  Weakly-Supervised Object Detection
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object DetectionConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Arushi Rai
Adriana Kovashka
395
0
0
16 Mar 2023
Fine-grained Visual Classification with High-temperature Refinement and
  Background Suppression
Fine-grained Visual Classification with High-temperature Refinement and Background Suppression
Po-Yung Chou
Yu-Yung Kao
Cheng-Hung Lin
272
52
0
11 Mar 2023
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level
  Weakly Supervised Instance Segmentation
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation
Yunhao Ge
Lyne Tchapmi
Brian Nlong Zhao
Laurent Itti
Vibhav Vineet
DiffM
290
6
0
15 Dec 2022
3rd Continual Learning Workshop Challenge on Egocentric Category and
  Instance Level Object Understanding
3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding
Lorenzo Pellegrini
Chenchen Zhu
Fanyi Xiao
Zhicheng Yan
Antonio Carta
Matthias De Lange
Vincenzo Lomonaco
Roshan Sumbaly
Pau Rodríguez López
David Vazquez
CLL
312
7
0
13 Dec 2022
DeepCut: Unsupervised Segmentation using Graph Neural Networks
  Clustering
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering
Amit Aflalo
Shai Bagon
Tamar Kashti
Yonina C. Eldar
GNN
371
47
0
12 Dec 2022
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object
  Detection via Progressive Domain Adaptation
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yuting Wang
Ricardo Guerrero
Vladimir Pavlovic
258
5
0
02 Dec 2022
Self-Supervised Visual Representation Learning via Residual Momentum
Self-Supervised Visual Representation Learning via Residual MomentumIEEE Access (IEEE Access), 2022
T. Pham
Axi Niu
Zhang Kang
Sultan Rizky Hikmawan Madjid
Jiajing Hong
Daehyeok Kim
Joshua Tian Jin Tee
Chang D. Yoo
SSL
372
9
0
17 Nov 2022
3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D
  Point Clouds
3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D Point CloudsIEEE International Conference on Robotics and Automation (ICRA), 2022
Jyoti Kini
Lin Wang
M. Shah
3DPCVOT
227
16
0
01 Nov 2022
Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse
  Geo-Annotations (Full Version)
Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version)
Maximilian Bernhard
Matthias Schubert
ObjD
284
4
0
24 Oct 2022
Improving Long-tailed Object Detection with Image-Level Supervision by
  Multi-Task Collaborative Learning
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning
Yue Liu
Yongqiang Yao
Jingru Tan
Xin Lu
F. Yu
Ye Luo
Jianwei Lu
VLM
266
0
0
11 Oct 2022
ComplETR: Reducing the cost of annotations for object detection in dense
  scenes with vision transformers
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers
Achin Jain
Kibok Lee
Gurumurthy Swaminathan
Han Yang
Bernt Schiele
Avinash Ravichandran
Onkar Dabeer
ViT
324
1
0
13 Sep 2022
TokenCut: Segmenting Objects in Images and Videos with Self-supervised
  Transformer and Normalized Cut
TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized CutIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yangtao Wang
Xiaoke Shen
Yuan. Yuan
Yuming Du
Maomao Li
S. Hu
James L. Crowley
Dominique Vaufreydaz
VOSViT
678
139
0
01 Sep 2022
Object Discovery via Contrastive Learning for Weakly Supervised Object
  Detection
Object Discovery via Contrastive Learning for Weakly Supervised Object DetectionEuropean Conference on Computer Vision (ECCV), 2022
Jinhwan Seo
Wonho Bae
Danica J. Sutherland
Junhyug Noh
Daijin Kim
WSOD
443
44
0
16 Aug 2022
Active Learning Strategies for Weakly-supervised Object Detection
Active Learning Strategies for Weakly-supervised Object DetectionEuropean Conference on Computer Vision (ECCV), 2022
Huy V. Vo
Oriane Siméoni
Spyros Gidaris
Andrei Bursuc
Patrick Pérez
Jean Ponce
369
26
0
25 Jul 2022
W2N:Switching From Weak Supervision to Noisy Supervision for Object
  Detection
W2N:Switching From Weak Supervision to Noisy Supervision for Object DetectionEuropean Conference on Computer Vision (ECCV), 2022
Zitong Huang
Yiping Bao
Bowen Dong
Erjin Zhou
W. Zuo
WSOD
284
21
0
25 Jul 2022
Point-to-Box Network for Accurate Object Detection via Single Point
  Supervision
Point-to-Box Network for Accurate Object Detection via Single Point SupervisionEuropean Conference on Computer Vision (ECCV), 2022
Pengfei Chen
Xuehui Yu
Xumeng Han
Najmul Hassan
Kai Wang
Jiacheng Li
Jian-jun Zhao
Humphrey Shi
Zhenjun Han
QiXiang Ye
3DPC
332
74
0
14 Jul 2022
Scaling Novel Object Detection with Weakly Supervised Detection
  Transformers
Scaling Novel Object Detection with Weakly Supervised Detection TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
T. LaBonte
Ya-heng Song
Xin Eric Wang
Vibhav Vineet
Neel Joshi
ViT
250
16
0
11 Jul 2022
Online progressive instance-balanced sampling for weakly supervised
  object detection
Online progressive instance-balanced sampling for weakly supervised object detection
M. Chen
Y. Tian
Z. Li
E. Li
Z. Liang
WSOD
331
0
0
21 Jun 2022
Point-Teaching: Weakly Semi-Supervised Object Detection with Point
  Annotations
Point-Teaching: Weakly Semi-Supervised Object Detection with Point AnnotationsAAAI Conference on Artificial Intelligence (AAAI), 2022
Yongtao Ge
Qiang-feng Zhou
Xinlong Wang
Zhibin Wang
Hao Li
Chunhua Shen
3DPC
376
25
0
01 Jun 2022
Localized Vision-Language Matching for Open-vocabulary Object Detection
Localized Vision-Language Matching for Open-vocabulary Object DetectionGerman Conference on Pattern Recognition (GCPR), 2022
M. A. Bravo
Sudhanshu Mittal
Thomas Brox
VLMObjD
258
33
0
12 May 2022
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection
  via Negative Deterministic Information
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic InformationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Guanchun Wang
Xiangrong Zhang
Zelin Peng
Xu Tang
Huiyu Zhou
Licheng Jiao
260
18
0
21 Apr 2022
Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly
  Supervised Object Detection
Spatial Likelihood Voting with Self-Knowledge Distillation for Weakly Supervised Object DetectionImage and Vision Computing (IVC), 2021
Ze Chen
Zhihang Fu
Jianqiang Huang
Mingyuan Tao
Rongxin Jiang
Xiang Tian
Yao-wu Chen
Xiansheng Hua
WSOD
233
5
0
14 Apr 2022
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