Weakly-Supervised Object Localization

WSOL

Localizes objects using only image-level labels without precise bounding boxes. Reduces annotation effort while maintaining detection performance.

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Region-CAM: Towards Accurate Object Regions in Class Activation Maps for Weakly Supervised Learning Tasks Qingdong Cai Charith Abhayaratne WSOL VLM 210 0 0 29 Oct 2025
Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework Ziqi Sheng Junyan Wu Wei Lu Jiantao Zhou WSOL 170 1 0 02 Aug 2025
Weakly-supervised Localization of Manipulated Image Regions Using Multi-resolution Learned Features Ziyong Wang Charith Abhayaratne WSOL 206 1 0 29 May 2025
Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object LocalizationEuropean Conference on Computer Vision (ECCV), 2025 Xi Yang Songsong Duan Nannan Wang Xinbo Gao WSOL 283 2 0 08 May 2025
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization Alexis Guichemerre Soufiane Belharbi Mohammadhadi Shateri Luke McCaffrey Mohammadhadi Shateri WSOL 307 2 0 31 Mar 2025
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained VideosPattern Recognition (Pattern Recogn.), 2023 Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Mohammadhadi Shateri WSOL 548 6 0 28 Jan 2025
TeD-Loc: Text Distillation for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Mohammadhadi Shateri WSOL VLM 309 2 0 22 Jan 2025
Weakly-supervised Camera Localization by Ground-to-satellite Image RegistrationEuropean Conference on Computer Vision (ECCV), 2024 Yujiao Shi Hongdong Li Akhil Perincherry Ankit Vora SSL WSOL 308 11 0 10 Sep 2024
Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos Shakeeb Murtaza M. Pedersoli Aydin Sarraf Eric Granger WSOL 272 0 0 08 Jul 2024
Realistic Model Selection for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Eric Granger WSOL 136 3 0 15 Apr 2024
Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label Byeongkeun Kang Sinhae Cha Yeejin Lee WSOL 176 1 0 15 Apr 2024
WSCLoc: Weakly-Supervised Sparse-View Camera RelocalizationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024 Jialu Wang Kaichen Zhou Andrew Markham Niki Trigoni WSOL 182 1 0 22 Mar 2024
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object LocalizationImage and Vision Computing (IVC), 2023 Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Eric Granger WSOL 263 9 0 09 Oct 2023
Background Activation Suppression for Weakly Supervised Object Localization and Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Wei Zhai Ping Wu Kai Zhu Yang Cao Feng Wu Zheng-Jun Zha WSOL 271 36 0 22 Sep 2023
FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object LocalizationACM Multimedia (ACM MM), 2023 Sejin Park Taehyung Lee Yeejin Lee Byeongkeun Kang WSOL CLL 179 6 0 17 Sep 2023
Semantic-Constraint Matching Transformer for Weakly Supervised Object Localization Yiwen Cao Yukun Su Wenjun Wang Yanxia Liu Qingyao Wu ViT WSOL 215 4 0 04 Sep 2023
Rethinking the Localization in Weakly Supervised Object LocalizationACM Multimedia (ACM MM), 2023 Rui Xu Yong Luo Han Hu Bo Du Jialie Shen Yonggang Wen WSOL 194 5 0 11 Aug 2023
Generative Prompt Model for Weakly Supervised Object LocalizationIEEE International Conference on Computer Vision (ICCV), 2023 Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 161 39 0 19 Jul 2023
Local Boosting for Weakly-Supervised LearningKnowledge Discovery and Data Mining (KDD), 2023 Rongzhi Zhang Yue Yu Jiaming Shen Xiquan Cui Chao Zhang WSOL 208 3 0 05 Jun 2023
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization Feifei Shao Yawei Luo Lei Chen Ping Liu Wei Yang Yi Yang Jun Xiao WSOL 183 2 0 24 May 2023
Open-World Weakly-Supervised Object LocalizationPattern Recognition (Pattern Recogn.), 2023 Jinheng Xie Zhaochuan Luo Yuexiang Li Haozhe Liu Linlin Shen Mike Zheng Shou WSOL EDL 242 3 0 17 Apr 2023
Spatial-Aware Token for Weakly Supervised Object LocalizationIEEE International Conference on Computer Vision (ICCV), 2023 Ping Wu Wei Zhai Yang Cao Jiebo Luo Zhengjun Zha WSOL 191 11 0 18 Mar 2023
Extracting Class Activation Maps from Non-Discriminative Features as wellComputer Vision and Pattern Recognition (CVPR), 2023 Zhaozheng Chen Qianru Sun VLM WSOL 248 66 0 18 Mar 2023
Knowledge-guided Causal Intervention for Weakly-supervised Object LocalizationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Feifei Shao Yawei Luo Fei Gao Yezhou Yang Jun Xiao WSOL 260 7 0 03 Jan 2023
Expansion and Shrinkage of Localization for Weakly-Supervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2022 Jinlong Li Zequn Jie Xu Wang Xiaolin K. Wei Lin Ma WSOL 243 70 0 16 Sep 2022
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Mohammadhadi Shateri WSOL ViT 219 9 0 09 Sep 2022
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Mohammadhadi Shateri ViT WSOL 305 16 0 09 Sep 2022
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Mohammadhadi Shateri WSOL 217 16 0 30 Aug 2022
Re-Attention Transformer for Weakly Supervised Object LocalizationBritish Machine Vision Conference (BMVC), 2022 Hui Su Yue Ye Zhiwei Chen Min-Gyoo Song Lechao Cheng WSOL 224 16 0 03 Aug 2022
Weakly Supervised Object Localization via Transformer with Implicit Spatial CalibrationEuropean Conference on Computer Vision (ECCV), 2022 Haotian Bai Ruimao Zhang Jiong Wang Xiang Wan WSOL 200 41 0 21 Jul 2022
On Label Granularity and Object LocalizationEuropean Conference on Computer Vision (ECCV), 2022 Elijah Cole Kimberly Wilber Grant Van Horn Xuan S. Yang Marco Fornoni Pietro Perona Serge Belongie Andrew G. Howard Oisin Mac Aodha WSOL 221 14 0 20 Jul 2022
Bagging Regional Classification Activation Maps for Weakly Supervised Object LocalizationEuropean Conference on Computer Vision (ECCV), 2022 Lei Zhu Qian Chen Lujia Jin Yunfei You Yanye Lu WSOL 148 21 0 16 Jul 2022
CREAM: Weakly Supervised Object Localization via Class RE-Activation MappingComputer Vision and Pattern Recognition (CVPR), 2022 Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Ruiwei Zhao Tao Zhang Xuequan Lu Shang Gao WSOL 188 44 0 27 May 2022
ViTOL: Vision Transformer for Weakly Supervised Object Localization Saurav Gupta Sourav Lakhotia Abhay Rawat Rahul Tallamraju WSOL 159 24 0 14 Apr 2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object LocalizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Jungbeom Lee Eunji Kim J. Mok Sung-Hoon Yoon WSOL 221 36 0 11 Apr 2022
Bridging the Gap between Classification and Localization for Weakly Supervised Object LocalizationComputer Vision and Pattern Recognition (CVPR), 2022 Eunji Kim Siwon Kim Jungbeom Lee Hyunwoo J. Kim Sung-Hoon Yoon WSOL 193 51 0 01 Apr 2022
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Jinheng Xie Jianfeng Xiang Junliang Chen Xianxu Hou Xiaodong Zhao Linlin Shen VLM WSOL 327 23 0 25 Mar 2022
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization Kangbo Sun Jie Zhu WSOL 127 0 0 18 Mar 2022
Weakly Supervised Semantic Segmentation using Out-of-Distribution DataComputer Vision and Pattern Recognition (CVPR), 2022 Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 981 109 0 08 Mar 2022
Weakly Supervised Object Localization as Domain AdaptionComputer Vision and Pattern Recognition (CVPR), 2022 Lei Zhu Qi She Qian Chen Yunfei You Boyu Wang Yanye Lu WSOL 201 37 0 03 Mar 2022
Class Re-Activation Maps for Weakly-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Zhaozheng Chen Tan Wang Xiongwei Wu Xiansheng Hua Hanwang Zhang Qianru Sun WSOL VLM 265 180 0 02 Mar 2022
ASOC: Adaptive Self-aware Object Co-localizationIEEE International Conference on Multimedia and Expo (ICME), 2021 Koteswar Rao Jerripothula Prerana Mukherjee WSOL 106 3 0 27 Jan 2022
CaFT: Clustering and Filter on Tokens of Transformer for Weakly Supervised Object Localization Ming Li WSOL ViT 179 7 0 03 Jan 2022
Background-aware Classification Activation Map for Weakly Supervised Object LocalizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Lei Zhu Qi She Qian Chen Xiangxi Meng Mufeng Geng ... Bin Qiu Yunfei You Yibao Zhang Qiushi Ren Yanye Lu WSOL 226 24 0 29 Dec 2021
LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization Zhiwei Chen Changan Wang Yabiao Wang Guannan Jiang Chunjiang Ge Ying Tai Chengjie Wang Wei Zhang Liujuan Cao WSOL ViT 137 52 0 10 Dec 2021
Background Activation Suppression for Weakly Supervised Object Localization Ping Wu Wei Zhai Yang Cao WSOL 202 53 0 01 Dec 2021
Learning a Weight Map for Weakly-Supervised LocalizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Tal Shaharabany Lior Wolf WSOL SSL 212 1 0 28 Nov 2021
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation Weixuan Sun Jing Zhang Nick Barnes WSOL 193 16 0 27 Oct 2021
Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object LocalizationIEEE International Conference on Computer Vision (ICCV), 2021 Jinheng Xie Cheng Luo Xiangping Zhu Ziqi Jin Weizeng Lu Linlin Shen WSOL 161 59 0 12 Oct 2021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Mohammadhadi Shateri WSOL 210 33 0 15 Sep 2021

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