Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
☆106Jun 4, 2024Updated 2 years ago
Alternatives and similar repositories for SPML
Users that are interested in SPML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆44Aug 26, 2021Updated 5 years ago
- Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace, IC…☆23Apr 19, 2023Updated 3 years ago
- Awesome weakly-supervised image semantic segmentation, instance segmentation, 2016-2026☆180Aug 27, 2026Updated 2 months ago
- Official PyTorch implementation of "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmenta…☆90Feb 22, 2023Updated 3 years ago
- ☆15Jul 12, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR2022] Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation☆113Oct 27, 2022Updated 4 years ago
- Weakly-Supervised Salient Object Detection via Scribble Annotations, CVPR2020☆157Jul 17, 2020Updated 6 years ago
- Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)☆385Nov 10, 2021Updated 4 years ago
- Adversarial Structure Matching for Structured Prediction Tasks☆11Jun 4, 2024Updated 2 years ago
- SegSort: Segmentation by Discriminative Sorting of Segments☆157Aug 31, 2021Updated 5 years ago
- Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations☆22Dec 9, 2022Updated 3 years ago
- Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers☆74Apr 2, 2024Updated 2 years ago
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆44Nov 21, 2021Updated 4 years ago
- AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation☆41Oct 3, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast☆126Sep 20, 2022Updated 4 years ago
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆99Jun 5, 2022Updated 4 years ago
- [CVPR 2022] Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers☆228Oct 17, 2022Updated 4 years ago
- transformer for sparsely annotated sementic segmentation☆19May 9, 2023Updated 3 years ago
- Code release for Scribble-attention Hierarchical Network for Weakly Supervised Salient Object Detection in Optical Remote Sensing Images.☆13Nov 1, 2023Updated 2 years ago
- Learning Integral Objects with Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation☆71Jan 28, 2021Updated 5 years ago
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆246Dec 9, 2023Updated 2 years ago
- Pseudo-mask Matters in Weakly-supervised Semantic Segmentation☆47Oct 28, 2021Updated 5 years ago
- Regularized Losses (rloss) for Weakly-supervised CNN Segmentation☆213Oct 3, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [IJCAI 2021 & IJCV 2022] Learning Visual Words for Weakly-Supervised Semantic Segmentation☆28Feb 11, 2022Updated 4 years ago
- The PyTorch Code for our ICCV 2019 paper "Integral Object Mining via Online Attention Accumulation"☆57Dec 29, 2021Updated 4 years ago
- Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation☆86Jun 7, 2024Updated 2 years ago
- Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach☆97Jul 28, 2020Updated 6 years ago
- ☆11Oct 27, 2019Updated 7 years ago
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021☆365Oct 24, 2021Updated 5 years ago
- Dataset, code and results repository for SBA-Net.☆14Sep 23, 2022Updated 4 years ago
- Beyond Gradient Descent for Regularized Segmentation Losses☆11Sep 27, 2019Updated 7 years ago
- Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)☆552Jul 6, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆214Dec 8, 2020Updated 5 years ago
- This repository contains a PyTorch implementation of the MICCAI 2021 paper "Superpixel-guided Iterative Learning from Noisy Labels for Me…☆47Oct 7, 2022Updated 4 years ago
- Superpixel Pooling implemented in PyTorch and Chainer☆136Aug 8, 2019Updated 7 years ago
- Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)☆535May 1, 2023Updated 3 years ago
- SC-CAM: Weakly-Supervised Semantic Segmentation via Sub-category Exploration (CVPR 2020)☆180Jul 19, 2021Updated 5 years ago
- Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018☆391Mar 6, 2021Updated 5 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Jun 15, 2022Updated 4 years ago