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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

Related Keywords
consistency-regularization 21 semi-supervised-learning 14 pseudo-labeling 5 pytorch 5 segmentation 5 deep-learning 5 medical-image-segmentation 4 data-augmentation 3 computer-vision 3 machine-learning 3 defect-detection 2 mixup 2 defect-segmentation 2 machine-vision 2 human-pose-estimation 2 self-supervised-learning 2 contrastive-learning 2 chexpert 1 chexpert-dataset 1 domain-adaptation 1 domain-agnostic 1 domain-generalization 1 cvpr2022 1 cvpr 1 mimic-cxr 1 activity-detection 1 language-model 1 neural-style-transfer 1 entity-matching 1 robotic-perception 1 thoracic-diseases 1 pairwise-similarity 1 thorax-disease-classification 1 industrial-automation 1 semisupervised-learning 1 network-perturbation-amplitude 1 medical-imaging 1 domain-knowledge 1 label-relaxation 1 deepl-learning 1 credal-sets 1 weight-sharing 1 pretrained-language-model 1 parameter-efficient-learning 1 knowledge-distillation 1 fine-tuning 1 ensemble-learning 1 dropouts 1 distillation 1 adversarial-perturbations 1 video-understanding 1 ucf101 1 spatio-temporal 1 jhmdb 1 chest-xrays 1 tensorflow 1 robustness-experiments 1 keras 1 tnnls 1 semi-supervised-classification 1 complementary-label 1 text-recognition 1 scene-text-recognition 1 ocr 1 morphological-operations 1 midl2022 1 midl-conference 1 medical-imaging-with-deep-learning 1 feature-augmentation 1 differential-morphological-operation 1 calibration 1 python-oop 1 constrastive-learning 1 chest-xray-images 1 brax 1 registration 1 mri 1 weakly-supervised-segmentation 1 weakly-supervised-learning 1 sparse-annotations 1 pytorch-implementation 1 point-cloud 1 data-efficient-learning 1 context-model 1 augmentation 1 3d-segmentation 1 gans 1 uncertainty-estimation 1 uncertainty-analysis 1 transfer-learning 1 adversarial-training 1