Awesome Weakly Supervised Semantic Segmentation

A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2021. Last updated at 2021/07/29.

Read this in other languages: English | 简体中文

Notation

• [code] implies that there is no official/unofficial open source implementation available for this work.

Table of Contents

• By Published Time
  • 2021

---

By Published Time

2021

• 2021/06/19 EDAM | Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]

• 2021/05/19 EPS | Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]

• 2021/04/06 1T1C | One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]

• 2021/04/02 BAP+NAL | Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]

• 2021/03/26 | Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]

• 2021/03/16 BBAM | BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]

• 2021/03/16 AdvCAM | Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation
  [CVPR 2021] [arxiv] [code(pytorch)]