GitHub topics: consistency-regularization
Shriyaak/YOLOv5-Object-Detection-for-Autonomous-Vehicles
A semi-supervised object detection system for autonomous driving, built on YOLOv5 to classify Cars, Trucks, Vans, and Miscellaneous vehicles with minimal labeled data.
Language: Python - Size: 1.43 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

moucheng2017/MisMatch-Semi-Seg
[MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation
Language: Jupyter Notebook - Size: 213 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 0

amazon-science/semimtr-text-recognition
Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)
Language: Python - Size: 1.23 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 12

NJUyued/MutexMatch4SSL
"MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)
Language: Python - Size: 80.1 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 73 - Forks: 0

xierc/Semi_Human_Pose
[ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation
Language: Python - Size: 2.26 MB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 56 - Forks: 6

sayakpaul/Consistency-Training-with-Supervision
Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".
Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

alinlab/consistency-adversarial
Consistency Regularization for Adversarial Robustness (AAAI 2022)
Language: Python - Size: 524 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 0

Senyh/UCMT
[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
Language: Python - Size: 522 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 2

hnuzhy/MultiAugs
Code for my paper "Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training"
Language: Python - Size: 7.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

djene-mengistu/UAPS
This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.
Language: Python - Size: 4.78 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 1

MaxwellYaoNi/NICE
[NeurIPS 2023] NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs
Size: 313 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lizhaoliu-Lec/CPCM
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
Language: Python - Size: 5.86 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3

firstmover/cr-seg
Source code for "Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series" paper.
Language: Python - Size: 72.3 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

rafizunaed/domain_agnostic_content_aware_style_invariant
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays
Size: 4.92 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

IntelliDAL/UCMT
[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
Language: Python - Size: 463 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

djene-mengistu/simEps
This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels
Language: Python - Size: 158 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

achen353/dacon
Data Augmentation for Entity Matching using Consistency Learning
Language: Jupyter Notebook - Size: 105 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

AKASH2907/pi-consistency-activity-detection
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
Language: Python - Size: 609 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 4

cliang1453/CAMERO
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
Language: Python - Size: 230 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0

julilien/CSSL
Code for the paper "Credal Self-Supervised Learning" by Julian Lienen and Eyke Hüllermeier (NeurIPS 2021).
Language: Python - Size: 503 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

hritam-98/domain-CL-CR
Code implementation of our paper "Exploring Domain-specific Contrastive Learning with Consistency Regularization for Semi-supervised Medical Image Segmentation "
Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
