Official implementation of "Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization" (NeurIPS2022)
☆40Mar 25, 2023Updated 3 years ago
Alternatives and similar repositories for semi_seg_proto
Users that are interested in semi_seg_proto are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation☆42Nov 16, 2023Updated 2 years ago
- [CVPR 2023] Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation☆46Mar 25, 2023Updated 3 years ago
- ☆14Dec 14, 2023Updated 2 years ago
- [CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation☆247Mar 3, 2023Updated 3 years ago
- [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation☆188Jun 27, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [IEEE TIP] Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation☆13Apr 29, 2023Updated 3 years ago
- [CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation☆127Mar 21, 2024Updated 2 years ago
- Code for GTA-Seg (NeurIPS2022)☆43Jan 2, 2023Updated 3 years ago
- [CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Effic…☆478Aug 20, 2024Updated 2 years ago
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Jul 27, 2026Updated 3 months ago
- [CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation☆587Oct 15, 2024Updated 2 years ago
- [ICCV'23] Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation☆34Sep 13, 2023Updated 3 years ago
- Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation, MIDL.☆11Mar 20, 2024Updated 2 years ago
- Code for C3-SemiSeg: Contrastive Semi-supervised Segmentation via Cross-set Learning and Dynamic Class-balancing☆18Oct 12, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning☆48Aug 15, 2023Updated 3 years ago
- [ICCV 2021] A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation☆56Oct 8, 2022Updated 4 years ago
- ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network☆21Aug 2, 2023Updated 3 years ago
- [CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision☆545May 21, 2023Updated 3 years ago
- [TPAMI 2022] Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation☆56Jul 8, 2023Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆59Jan 2, 2022Updated 4 years ago
- A summary of recent semi-supervised semantic segmentation methods☆287Jul 7, 2026Updated 4 months ago
- This repository is an official implementation of the IPMI 2023 paper "Human-machine Interactive Tissue Prototype Learning for Label-effic…☆10May 22, 2023Updated 3 years ago
- [CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast☆126Sep 20, 2022Updated 4 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.
- [CVPR 2024] Official code for "CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation"☆165Jan 22, 2025Updated last year
- Official code for the NeurIPS 2023 paper "Switching Temporary Teachers for Semi-Supervised Semantic Segmentation"☆53Nov 16, 2023Updated 2 years ago
- Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)☆158Aug 24, 2023Updated 3 years ago
- Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation☆26Oct 20, 2022Updated 4 years ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 4 years ago
- Fuzzy Positive Learning (CVPR2023)☆15Jul 25, 2024Updated 2 years ago
- Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)☆137Oct 12, 2021Updated 5 years ago
- [WAICA2026] Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆15Jul 3, 2026Updated 4 months ago
- ☆56Jul 18, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- official implementation of rectified contrastive pseudo supervision☆76May 9, 2024Updated 2 years ago
- Semi-supervised semantic segmentation needs strong, varied perturbations☆164Jan 26, 2022Updated 4 years ago
- MICCAI 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆26Jan 12, 2023Updated 3 years ago
- Implementation of the methods described in "Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation", ECCV 2022☆33Aug 26, 2024Updated 2 years ago
- ☆69Jan 23, 2024Updated 2 years ago
- ☆19Nov 3, 2023Updated 3 years ago
- [CVPR 2023] Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation☆33Sep 25, 2024Updated 2 years ago