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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

Showing 5175 of 142 papers

TitleStatusHype
Compositional Mixture Representations for Vision and Text0
Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection0
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation0
Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey0
Deep Self-Taught Learning for Weakly Supervised Object Localization0
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection0
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection0
Dissimilarity Coefficient based Weakly Supervised Object Detection0
Enabling Deep Residual Networks for Weakly Supervised Object Detection0
Enhancing Weakly-Supervised Object Detection on Static Images through (Hallucinated) Motion0
Exploiting Web Images for Weakly Supervised Object Detection0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection0
Fewer is More: Image Segmentation Based Weakly Supervised Object Detection with Partial Aggregation0
Few-shot Weakly-Supervised Object Detection via Directional Statistics0
Generative Adversarial Learning Towards Fast Weakly Supervised Detection0
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection0
Learning Better Visual Representations for Weakly-Supervised Object Detection Using Natural Language Supervision0
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection0
Learning Object Scale With Click Supervision for Object Detection0
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning0
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images0
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection0
Negative Prototypes Guided Contrastive Learning for WSOD0
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection0
Towards Object Detection from Motion0
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