[CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation
☆128Mar 21, 2024Updated 2 years ago
Alternatives and similar repositories for AugSeg
Users that are interested in AugSeg are comparing it to the libraries listed below
Sorting:
- [CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation☆41Nov 16, 2023Updated 2 years ago
- [CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation☆568Oct 15, 2024Updated last year
- [CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation☆240Mar 3, 2023Updated 3 years ago
- [CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Effic…☆474Aug 20, 2024Updated last year
- [CVPR 2023] Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation☆45Mar 25, 2023Updated 2 years ago
- Official implementation of "Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization" (NeurIPS2022)☆40Mar 25, 2023Updated 2 years ago
- [IEEE TIP] Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation☆13Apr 29, 2023Updated 2 years ago
- [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation☆189Jun 27, 2023Updated 2 years ago
- Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆14Aug 15, 2023Updated 2 years ago
- A summary of recent semi-supervised semantic segmentation methods☆275Oct 17, 2025Updated 5 months ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆207Jul 21, 2024Updated last year
- CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation☆82Jun 8, 2025Updated 9 months ago
- [ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation☆51Jul 29, 2024Updated last year
- [ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning☆46Aug 15, 2023Updated 2 years ago
- ☆14Dec 14, 2023Updated 2 years ago
- [TPAMI 2025] UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation☆204Jan 8, 2025Updated last year
- A cleaned version of official SegFormer. It removes dependency on MMCV and MMSegmentation, which use deep wrapings.☆13Jan 31, 2022Updated 4 years ago
- [CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision☆536May 21, 2023Updated 2 years ago
- Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)☆138Oct 12, 2021Updated 4 years ago
- Office implementation of Diverse Co-training (ICCV2023)☆25Jun 20, 2025Updated 9 months ago
- [CVPR 2024] Official code for "CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation"☆161Jan 22, 2025Updated last year
- Code for Pseudo label based contrastive learning joint training approach☆59Jan 2, 2022Updated 4 years ago
- An up-to-date & curated list of awesome semi-supervised segmentation papers, methods & resources.☆13Dec 22, 2023Updated 2 years ago
- Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).☆410Oct 17, 2022Updated 3 years ago
- This repository contains the official implementation of Semi-supervised Semantic Segmentation with Error Localization Network that has b…☆43Nov 19, 2023Updated 2 years ago
- ☆45Oct 4, 2023Updated 2 years ago
- ☆54Jul 18, 2023Updated 2 years ago
- [ICCV 2021] A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation☆56Oct 8, 2022Updated 3 years ago
- Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)☆157Aug 24, 2023Updated 2 years ago
- This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in sem…☆14Feb 19, 2024Updated 2 years ago
- official implementation of rectified contrastive pseudo supervision☆73May 9, 2024Updated last year
- A PyTorch-based Semi-Supervised Learning (SSL) Codebase for Pixel-wise (Pixel) Vision Tasks [ECCV 2020]☆290Apr 6, 2021Updated 4 years ago
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,616Jun 7, 2025Updated 9 months ago
- CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation☆49Dec 10, 2025Updated 3 months ago
- A simple consistency training framework for semi-supervised image semantic segmentation☆172Jul 30, 2024Updated last year
- Open vocabulary interactions with remote sensing images.☆25Oct 20, 2025Updated 5 months ago
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆39Jul 18, 2023Updated 2 years ago
- Codes about our paper "Semi-supervised medical image segmentation via hard positives oriented contrastive learning"☆11Jan 13, 2025Updated last year
- Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery (official)☆26Dec 23, 2022Updated 3 years ago