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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
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object DetectionCode1
Multiple Instance Detection Network with Online Instance Classifier RefinementCode1
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentationCode1
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth BoxesCode1
ImaginaryNet: Learning Object Detectors without Real Images and AnnotationsCode1
Active Learning Strategies for Weakly-supervised Object DetectionCode1
Distilling Knowledge from Refinement in Multiple Instance Detection NetworksCode1
Domain-Adaptive Object Detection via Uncertainty-Aware Distribution AlignmentCode1
Class Agnostic Instance-level Descriptor for Visual Instance Search—0
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection—0
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection—0
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection—0
Deep Self-Taught Learning for Weakly Supervised Object Localization—0
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information—0
Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey—0
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation—0
Cascade Attentive Dropout for Weakly Supervised Object Detection—0
Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning—0
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection—0
Activity Driven Weakly Supervised Object Detection—0
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images—0
Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated Depth—0
Learning Object Scale With Click Supervision for Object Detection—0
Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection—0
Generative Adversarial Learning Towards Fast Weakly Supervised Detection—0
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