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Weakly Supervised Object Detection

Weakly Supervised Object Detection (WSOD) is the task of training object detectors with only image tag supervisions.

( Image credit: Soft Proposal Networks for Weakly Supervised Object Localization )

Papers

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Showing 26–50 of 142 papers

TitleStatusHype
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object DetectionCode1
Harmonizing Transferability and Discriminability for Adapting Object DetectorsCode1
Object Instance Mining for Weakly Supervised Object DetectionCode1
Towards Precise End-to-end Weakly Supervised Object Detection NetworkCode1
Weakly Supervised Object Detection in ArtworksCode1
PCL: Proposal Cluster Learning for Weakly Supervised Object DetectionCode1
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain AdaptationCode1
Multiple Instance Detection Network with Online Instance Classifier RefinementCode1
Class Agnostic Instance-level Descriptor for Visual Instance Search—0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection—0
Enhancing Weakly-Supervised Object Detection on Static Images through (Hallucinated) Motion—0
Weakly Supervised Object Detection for Automatic Tooth-marked Tongue RecognitionCode0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object DetectionCode0
Smart Feature is What You NeedCode0
Negative Prototypes Guided Contrastive Learning for WSOD—0
Sparse Generation: Making Pseudo Labels Sparse for Point Weakly Supervised Object Detection on Low Data VolumeCode0
Weakly Supervised Open-Vocabulary Object Detection—0
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification FrameworkCode0
A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial AnnotationsCode0
ALWOD: Active Learning for Weakly-Supervised Object DetectionCode0
Gall Bladder Cancer Detection from US Images with Only Image Level LabelsCode0
Anatomy-Driven Pathology Detection on Chest X-raysCode0
Read, look and detect: Bounding box annotation from image-caption pairs—0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection—0
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