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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 1–50 of 142 papers

TitleStatusHype
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionCode2
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized CutCode2
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
Cyclic-Bootstrap Labeling for Weakly Supervised Object DetectionCode1
Boosting Weakly Supervised Object Detection via Learning Bounding Box AdjustersCode1
Boosting Weakly Supervised Object Detection with Progressive Knowledge TransferCode1
Text-image Alignment for Diffusion-based PerceptionCode1
Object Instance Mining for Weakly Supervised Object DetectionCode1
Weakly Supervised Object Detection in Chest X-Rays with Differentiable ROI Proposal Networks and Soft ROI PoolingCode1
Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object DetectionCode1
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shiftsCode1
W2N:Switching From Weak Supervision to Noisy Supervision for Object DetectionCode1
Comprehensive Attention Self-Distillation for Weakly-Supervised Object DetectionCode1
PDL: Regularizing Multiple Instance Learning with Progressive Dropout LayersCode1
Object Discovery via Contrastive Learning for Weakly Supervised Object DetectionCode1
PCL: Proposal Cluster Learning for Weakly Supervised Object DetectionCode1
Scaling Novel Object Detection with Weakly Supervised Detection TransformersCode1
SIOD: Single Instance Annotated Per Category Per Image for Object DetectionCode1
UWSOD: Toward Fully-Supervised-Level Capacity Weakly Supervised Object DetectionCode1
Weakly Supervised Object Detection in ArtworksCode1
LEOD: Label-Efficient Object Detection for Event CamerasCode1
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain AdaptationCode1
Towards Precise End-to-end Weakly Supervised Object Detection NetworkCode1
Weakly Supervised Rotation-Invariant Aerial Object Detection NetworkCode1
Harmonizing Transferability and Discriminability for Adapting Object DetectorsCode1
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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