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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 51–75 of 142 papers

TitleStatusHype
C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object DetectionCode0
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical videoCode0
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised LocalizationCode0
Weakly Supervised Object Detection for Automatic Tooth-marked Tongue RecognitionCode0
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification FrameworkCode0
Self Paced Deep Learning for Weakly Supervised Object DetectionCode0
ALWOD: Active Learning for Weakly-Supervised Object DetectionCode0
Leveraging Orientation for Weakly Supervised Object Detection with Application to Firearm LocalizationCode0
WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and SegmentationCode0
Variational Bayesian Multiple Instance Learning With Gaussian ProcessesCode0
Transformer-based Multi-Instance Learning for Weakly Supervised Object Detection—0
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection—0
Two-phase weakly supervised object detection with pseudo ground truth mining—0
Universal Bounding Box Regression and Its Applications—0
Utilizing the Instability in Weakly Supervised Object Detection—0
W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection—0
Weakly Supervised Cascaded Convolutional Networks—0
Weakly Supervised Instance Segmentation by Deep Community Learning—0
Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization—0
Weakly Supervised Localization using Deep Feature Maps—0
Weakly supervised object detection using pseudo-strong labels—0
Weakly Supervised Object Detection with Pointwise Mutual Information—0
Weakly Supervised Object Detection With Convex Clustering—0
Weakly Supervised Object Detection with Segmentation Collaboration—0
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks—0
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