A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2022.
☆150Jun 14, 2022Updated 3 years ago
Alternatives and similar repositories for awesome-weakly-supervised-semantic-segmentation
Users that are interested in awesome-weakly-supervised-semantic-segmentation are comparing it to the libraries listed below
Sorting:
- Recent weakly supervised semantic segmentation paper☆378Aug 26, 2025Updated 6 months ago
- The PyTorch Code for our CVPR 2022 paper "L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segme…☆58Feb 23, 2025Updated last year
- ☆73Jun 10, 2022Updated 3 years ago
- Official PyTorch implementation of "Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model…☆40Jul 10, 2022Updated 3 years ago
- The official code of CVPR 2022 paper (Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation).☆148Jun 13, 2022Updated 3 years ago
- Code for CVPR 2022 paper "Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation"☆186Aug 24, 2023Updated 2 years ago
- [Under Review] RecurSeed and EdgePredictMix: Single-stage learning is sufficient for Weakly-Supervised Semantic Segmentation☆45Jan 26, 2023Updated 3 years ago
- [CVPR 2022] Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers☆224Oct 17, 2022Updated 3 years ago
- SAM Enhance Mask Quality for WSSS: This repository provides tools for generating, evaluating, and visualizing enhanced pseudo masks for W…☆74Oct 9, 2023Updated 2 years ago
- [CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentati…☆200May 4, 2024Updated last year
- The PyTorch Code for our ICCV 2019 paper "Integral Object Mining via Online Attention Accumulation"☆57Dec 29, 2021Updated 4 years ago
- Weakly Supervised Object Localization Papers☆169Sep 11, 2023Updated 2 years ago
- Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach☆97Jul 28, 2020Updated 5 years ago
- Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation (NeurIPS 2021)☆88Oct 22, 2021Updated 4 years ago
- ☆29Dec 8, 2021Updated 4 years ago
- [CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation☆88Aug 28, 2022Updated 3 years ago
- ☆64Dec 21, 2023Updated 2 years ago
- Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)☆552Jul 6, 2023Updated 2 years ago
- Implementation of ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation☆26Jul 30, 2024Updated last year
- Awesome weakly-supervised image semantic segmentation；scribble，bounding box, point, image tag, and heterogeneous of them. 2016-2025☆173Dec 19, 2025Updated 2 months ago
- Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)☆535May 1, 2023Updated 2 years ago
- ☆61Mar 26, 2023Updated 2 years ago
- ☆215Dec 8, 2020Updated 5 years ago
- [CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast☆124Sep 20, 2022Updated 3 years ago
- Code for our ICCV 2019 paper "Integral Object Mining via Online Attention Accumulation"☆50Apr 3, 2024Updated last year
- [ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.☆179Mar 29, 2022Updated 3 years ago
- Official PyTorch implementation of "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmenta…☆89Feb 22, 2023Updated 3 years ago
- Weakly Supervised Object Localization Paper List☆40Dec 6, 2024Updated last year
- AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation☆40Oct 3, 2022Updated 3 years ago
- [AAAI 2022] Pytorch implementation of "LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization".☆22Jul 13, 2022Updated 3 years ago
- ☆52Mar 25, 2024Updated last year
- Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation☆163Apr 23, 2021Updated 4 years ago
- Official implementation of the paper ``Weakly Supervised Object Localization as Domain Adaption"☆51Jul 25, 2022Updated 3 years ago
- Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018☆392Mar 6, 2021Updated 5 years ago
- ☆10Nov 29, 2022Updated 3 years ago
- ☆27Apr 1, 2023Updated 2 years ago
- [CVPR 2022] CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation☆139Jun 7, 2024Updated last year
- Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)☆385Nov 10, 2021Updated 4 years ago
- Codes for TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization.☆142Feb 16, 2023Updated 3 years ago