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Weakly Supervised Object Localization Papers

Weakly Supervised Object Localization Papers Awesome

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2021

Title Venue PDF CODE
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization ICCV PDF CODE
LayerCAM: Exploring Hierarchical Class Activation Maps for Localization TIP PDF CODE
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization CVPR PDF CODE
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation WACV PDF -
Where to Look?: Mining Complementary Image Regions for Weakly Supervised Object Localization WACV PDF -
AlignMix: Improving representation by interpolating aligned features arXiv PDF -
Weakly Supervised Foreground Learning for Weakly Supervised Localization and Detection arXiv PDF -

2020

Title Venue PDF CODE
Dual-Gradients Localization Framework for Weakly Supervised Object Localization ACMMM PDF CODE
Inter-Image Communication for Weakly Supervised Localization ECCV PDF CODE
Rethinking the Route Towards Weakly Supervised Object Localization arXiv PDF -
Combinational Class Activation Maps for Weakly Supervised Object Localization WACV PDF CODE
Evaluating Weakly Supervised Object Localization Methods Right CVPR PDF CODE

2019

Title Venue PDF CODE
DANet: Divergent Activation for Weakly Supervised Object Localization ICCV PDF -
Attention-Based Dropout Layer for Weakly Supervised Object Localization CVPR PDF -
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation CVPR PDF -
Dual-attention Focused Module for Weakly Supervised Object Localization arXiv PDF -
Weakly Supervised Object Localization with Inter-Intra Regulated CAMs arXiv PDF -
Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization arXiv PDF -
Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint arXiv PDF -
Weakly Supervised Localization Using Background Images arXiv PDF -
Convolutional STN for Weakly Supervised Object Localization and Beyond arXiv PDF -

2018

Title Venue PDF CODE
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR PDF CODE
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR PDF CODE
Self-produced Guidance for Weakly-supervised Object Localization ECCV PDF CODE
C-WSL: Count-guided Weakly Supervised Localization ECCV PDF -
Collaborative Learning for Weakly Supervised Object Detection IJCAI PDF -
Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI PDF -

2017

Title Venue PDF CODE
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization ICCV PDF CODE

2016

Title Venue PDF CODE
Learning Deep Features for Discriminative Localization CVPR PDF CODE
Top-down Neural Attention by Excitation Backprop ECCV PDF CODE

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Weakly Supervised Object Localization Papers

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