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Weakly Supervised Object Localization Papers Awesome

NOTE: If I missed your paper, plese feel free to raise an issue or drop me an e-mail.

2023

Title Venue PDF CODE
Generative Prompt Model for Weakly Supervised Object Localization ICCV PDF CODE

2022

Title Venue PDF CODE
Re-Attention Transformer for Weakly Supervised Object Localization arXiv PDF CODE
ViTOL: Vision Transformer for Weakly Supervised Object Localization CVPRW PDF CODE
Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration ECCV PDF CODE

2021

Title Venue PDF CODE
Strengthen Learning Tolerance for Weakly Supervised Object Localization CVPR 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