[ICCV 2023] Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning
☆48Aug 15, 2023Updated 3 years ago
Alternatives and similar repositories for ShrinkMatch
Users that are interested in ShrinkMatch 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
- A cleaned version of official SegFormer. It removes dependency on MMCV and MMSegmentation, which use deep wrapings.☆13Jan 31, 2022Updated 4 years ago
- [WAICA2026] Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆15Jul 3, 2026Updated 2 months ago
- [CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation☆247Mar 3, 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
- 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 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation☆584Oct 15, 2024Updated last year
- [CVPR 2023] Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation☆45Mar 25, 2023Updated 3 years ago
- [CVPR 2023] Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation☆33Sep 25, 2024Updated 2 years ago
- Official implementation of "Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization" (NeurIPS2022)☆40Mar 25, 2023Updated 3 years ago
- [CVPR'22 & IJCV'24] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels & Using Unreliable Pseudo-Labels for Label-Effic…☆479Aug 20, 2024Updated 2 years ago
- ☆14Dec 14, 2023Updated 2 years ago
- [CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation☆128Mar 21, 2024Updated 2 years ago
- SimMatchV2: Semi-Supervised Learning with Graph Consistency☆22Dec 26, 2023Updated 2 years ago
- [IEEE TIP] Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation☆13Apr 29, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- SimMatch: Semi-supervised Learning with Similarity Matching☆92Dec 26, 2023Updated 2 years ago
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆57Jan 28, 2024Updated 2 years ago
- [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation☆189Jun 27, 2023Updated 3 years ago
- Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation☆26Oct 20, 2022Updated 3 years ago
- ☆24Jan 13, 2026Updated 8 months ago
- A really simple tool to visualize different segmentation results☆19Sep 2, 2026Updated 3 weeks ago
- Official implementation of FullMatch (CVPR2023)☆45Jul 14, 2025Updated last year
- Official repo for "SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-Supervised Learning", accepted by ICLR 2023.☆23Jan 31, 2023Updated 3 years ago
- [ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning☆76Nov 9, 2025Updated 10 months 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.
- Training Vision Transformers for Semi-Supervised Semantic Segmentation☆17Nov 3, 2025Updated 10 months ago
- Code and Model For SAA☆12Sep 21, 2023Updated 3 years ago
- This repository contains code for the paper "Imbalanced Semi-supervised Learning with Bias Adaptive Classifier", published at ICLR 2023.☆18May 4, 2023Updated 3 years ago
- Code for "Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shift". (NeurIPS 24)☆20Apr 21, 2025Updated last year
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆24Apr 11, 2024Updated 2 years ago
- ☆45Aug 25, 2023Updated 3 years ago
- ☆15May 7, 2024Updated 2 years ago
- [NeurIPS 2023] FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models☆135Dec 3, 2023Updated 2 years ago
- Code for the paper: "Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning"☆25Oct 25, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2023] Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning☆22Jun 11, 2023Updated 3 years ago
- [ICCV 2023] MADAug: When to Learn What: Model-Adaptive Data Augmentation Curriculum☆20Nov 9, 2023Updated 2 years ago
- Official code for "Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models" (TCSVT'2023)☆28Dec 27, 2023Updated 2 years ago
- CheXficient☆16Aug 28, 2026Updated 3 weeks ago
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆21Jan 9, 2024Updated 2 years ago
- This repository contains the Adverbs in Recipes (AIR) dataset and the code published at the CVPR 23 paper: "Learning Action Changes by Me…☆13May 25, 2023Updated 3 years ago
- A summary of recent semi-supervised semantic segmentation methods☆285Jul 7, 2026Updated 2 months ago