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Weakly-Supervised Object Localization

Weakly supervised object localization (WSOL) learns to localize objects with only image-level labels, no object level labels (bonding boxes, etc.,) is needed. It is more attractive since image-level labels are much easier and cheaper to obtain.

Papers

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Showing 1–25 of 140 papers

TitleStatusHype
Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization—0
PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI LocalizationCode0
TeD-Loc: Text Distillation for Weakly Supervised Object LocalizationCode0
Categorical Knowledge Fused Recognition: Fusing Hierarchical Knowledge with Image Classification through Aligning and Deep Metric Learning—0
Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained VideosCode0
Leveraging Activations for Superpixel Explanations—0
SE3D: A Framework For Saliency Method Evaluation In 3D ImagingCode0
Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for HistologyCode0
A Realistic Protocol for Evaluation of Weakly Supervised Object LocalizationCode0
Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label—0
Towards Two-Stream Foveation-based Active Vision Learning—0
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization PerspectiveCode1
Exploring Foveation and Saccade for Improved Weakly-Supervised LocalizationCode1
Multiscale Vision Transformer With Deep Clustering-Guided Refinement for Weakly Supervised Object Localization—0
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object LocalizationCode0
Background Activation Suppression for Weakly Supervised Object Localization and Semantic SegmentationCode1
FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object LocalizationCode1
Semantic-Constraint Matching Transformer for Weakly Supervised Object Localization—0
Rethinking the Localization in Weakly Supervised Object Localization—0
Generative Prompt Model for Weakly Supervised Object LocalizationCode1
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization—0
Open-World Weakly-Supervised Object LocalizationCode1
Spatial-Aware Token for Weakly Supervised Object LocalizationCode1
Knowledge-guided Causal Intervention for Weakly-supervised Object LocalizationCode0
Category-aware Allocation Transformer for Weakly Supervised Object Localization—0
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