弱监督

EVALUATION

EVALUATION

2020

Rethinking the Route Towards Weakly Supervised Object Localization[CODE]

Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer[CODE],[ImageNet]

Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection[CODE]

• NO CODE:
  • Object-Aware Instance Labeling for Weakly Supervised Object Detection

2019

Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation[CODE]

Attention-based Dropout Layer for Weakly Supervised Object Localization[CODE],[ImageNet]

C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection[CODE]

DANet: Divergent Activation for Weakly Supervised Object Localization[CODE],[ImageNet]

• NO CODE：
  • High-Quality Proposals for Weakly Supervised Object Detection
  • WSOD2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
  • Towards Precise End-to-end Weakly Supervised Object Detection Network
  • SALIENCY AWARE: WEAKLY SUPERVISED OBJECT LOCALIZATION
  • Utilizing the Instability in Weakly Supervised Object Detection

2018

Self-produced Guidance for Weakly-supervised Object Localization[CODE],[ImageNet]

• NO CODE:
  • Weakly Supervised Region Proposal Network and Object Detection
  • Dissimilarity Coefficient based Weakly Supervised Object Detection