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TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos

30 August 2022

Papers citing "TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos"

50 / 54 papers shown

Title
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 212 5 0 28 Jan 2025
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Aydin Sarraf Eric Granger WSOL ViT 112 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 Eric Granger ViT WSOL 98 16 0 09 Sep 2022
Negative Evidence Matters in Interpretable Histology Image Classification Soufiane Belharbi M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger 71 12 0 07 Jan 2022
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 73 31 0 15 Sep 2021
Shallow Feature Matters for Weakly Supervised Object Localization Junhang Wei Qin Wang Zhen Li Sheng Wang S.Kevin Zhou Shuguang Cui WSOL 60 89 0 02 Aug 2021
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization Wei Gao Fang Wan Xingjia Pan Zhiliang Peng Qi Tian Zhenjun Han Bolei Zhou QiXiang Ye ViT WSOL 66 202 0 27 Mar 2021
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 71 54 0 14 Nov 2020
IS-CAM: Integrated Score-CAM for axiomatic-based explanations Rakshit Naidu Ankita Ghosh Yash Maurya K. ShamanthRNayak Soumya Snigdha Kundu FAtt 111 46 0 06 Oct 2020
In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization Minsong Ki Youngjung Uh W. Lee H. Byun WSOL 69 30 0 25 Sep 2020
Inter-Image Communication for Weakly Supervised Localization Xiaolin Zhang Yunchao Wei Yi Yang WSOL 59 109 0 12 Aug 2020
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li FAtt 61 268 0 05 Aug 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 111 987 0 16 Jul 2020
SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization Haofan Wang Rakshit Naidu J. Michael Soumya Snigdha Kundu FAtt 108 79 0 25 Jun 2020
Memory Enhanced Global-Local Aggregation for Video Object Detection Yihong Chen Yue Cao Han Hu Liwei Wang 167 262 0 26 Mar 2020
Rethinking the Route Towards Weakly Supervised Object Localization Chen-Da Liu-Zhang Yunhao Cao Jianxin Wu WSOL 51 100 0 26 Feb 2020
Convolutional STN for Weakly Supervised Object Localization Akhil Meethal M. Pedersoli Soufiane Belharbi Eric Granger WSOL 50 12 0 03 Dec 2019
Non-parametric Uni-modality Constraints for Deep Ordinal Classification Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger 359 9 0 25 Nov 2019
Combinational Class Activation Maps for Weakly Supervised Object Localization Seunghan Yang Yoonhyung Kim Youngeun Kim Changick Kim WSOL 103 78 0 12 Oct 2019
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Mehdi Neshat Zifan Wang Bradley Alexander Fan Yang Zijian Zhang Sirui Ding Markus Wagner Xia Hu FAtt 93 1,074 0 03 Oct 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 98 74 0 08 Sep 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 107 367 0 27 Aug 2019
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models Daniel Omeiza Skyler Speakman C. Cintas Komminist Weldemariam FAtt 57 218 0 03 Aug 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 620 4,798 0 13 May 2019
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions H. Kervadec Jose Dolz Jing Yuan Christian Desrosiers Eric Granger Ismail Ben Ayed 42 55 0 08 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 118 911 0 13 Mar 2019
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon 66 422 0 27 Feb 2019
Sanity Checks for Saliency Maps Julius Adebayo Justin Gilmer M. Muelly Ian Goodfellow Moritz Hardt Been Kim FAtt AAML XAI 141 1,970 0 08 Oct 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 46 49 0 14 Aug 2018
Self-produced Guidance for Weakly-supervised Object Localization Xiaolin Zhang Yunchao Wei Guoliang Kang Yi Yang Thomas Huang WSOL 108 253 0 24 Jul 2018
Adversarial Complementary Learning for Weakly Supervised Object Localization Xiaolin Zhang Yunchao Wei Jiashi Feng Yi Yang Thomas Huang WSOL 142 573 0 19 Apr 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 82 275 0 03 Apr 2018
On Regularized Losses for Weakly-supervised CNN Segmentation Meng Tang Federico Perazzi Abdelaziz Djelouah Ismail Ben Ayed Christopher Schroers Yuri Boykov 75 295 0 26 Mar 2018
Tell Me Where to Look: Guided Attention Inference Network Kunpeng Li Ziyan Wu Kuan-Chuan Peng Jan Ernst Y. Fu 111 532 0 27 Feb 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 175 1,816 0 13 Feb 2018
Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks Aditya Chattopadhyay Anirban Sarkar Prantik Howlader V. Balasubramanian FAtt 112 2,300 0 30 Oct 2017
Soft Proposal Networks for Weakly Supervised Object Localization Yi Zhu Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 57 150 0 06 Sep 2017
Unsupervised object segmentation in video by efficient selection of highly probable positive features Emanuela Haller Marius Leordeanu VOS 56 36 0 19 Apr 2017
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization Krishna Kumar Singh Yong Jae Lee 74 682 0 13 Apr 2017
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 81 811 0 24 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 321 20,070 0 07 Oct 2016
Top-down Neural Attention by Excitation Backprop Jianming Zhang Zhe Lin Jonathan Brandt Xiaohui Shen Stan Sclaroff 81 947 0 01 Aug 2016
Weakly-Supervised Semantic Segmentation using Motion Cues P. Tokmakov Alahari Karteek Cordelia Schmid 68 56 0 23 Mar 2016
Dynamic Concept Composition for Zero-Example Event Detection Xiaojun Chang Yi Yang Guodong Long Chengqi Zhang Alexander G. Hauptmann 66 51 0 14 Jan 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,326 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks Chen Sun Manohar Paluri R. Collobert Ram Nevatia Lubomir D. Bourdev 81 61 0 12 Nov 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 91 614 0 11 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015
Unsupervised Object Discovery and Tracking in Video Collections Suha Kwak Minsu Cho Ivan Laptev Jean Ponce Cordelia Schmid 69 126 0 14 May 2015