consistency-regularization

There are 1 repository under consistency-regularization topic.

amazon-science / semimtr-text-recognition
Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)
computer-vision consistency-regularization contrastive-learning ocr scene-text-recognition semi-supervised-learning text-recognition deep-learning pytorch self-supervised-learning
Language:Python 79
NJUyued / MutexMatch4SSL
"MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)
complementary-label consistency-regularization deep-learning machine-learning pytorch semi-supervised-classification semi-supervised-learning tnnls
Language:Python 72
xierc / Semi_Human_Pose
[ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation
human-pose-estimation semi-supervised-learning consistency-regularization pytorch
Language:Python 53
alinlab / consistency-adversarial
Consistency Regularization for Adversarial Robustness (AAAI 2022)
adversarial-training consistency-regularization data-augmentation
Language:Python 51
AKASH2907 / pi-consistency-activity-detection
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
action-detection activity-detection consistency-regularization cvpr cvpr2022 deep-learning jhmdb pytorch semi-supervised-learning spatio-temporal ucf101 video-understanding
Language:Python 33
lizhaoliu-Lec / CPCM
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
3d-segmentation augmentation consistency-regularization context-model data-efficient-learning point-cloud pytorch-implementation segmentation semi-supervised-learning sparse-annotations weakly-supervised-learning weakly-supervised-segmentation
Language:Python 28
Senyh / UCMT
[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
medical-image-segmentation semi-supervised-learning consistency-regularization mixup pseudo-labeling segmentation
Language:Python 27
moucheng2017 / MisMatchSSL
[MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation
calibration segmentation feature-augmentation semi-supervised-learning consistency-regularization medical-image-segmentation computer-vision midl-conference medical-imaging-with-deep-learning midl2022 morphological-operations differential-morphological-operation
Language:Jupyter Notebook 22
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.
consistency-regularization defect-detection defect-segmentation machine-learning machine-vision pseudo-labeling semi-supervised-learning uncertainty-analysis uncertainty-estimation
Language:Python 8
cliang1453 / CAMERO
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
consistency-regularization distillation ensemble-learning fine-tuning knowledge-distillation parameter-efficient-learning pretrained-language-model weight-sharing adversarial-perturbations dropouts
Language:Python 7
julilien / CSSL
Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.
machine-learning deepl-learning self-supervised-learning semi-supervised-learning label-relaxation consistency-regularization credal-sets fixmatch neurips neurips-2021 weakly-supervised-learning
Language:Python 7
hnuzhy / MultiAugs
Code for my paper "Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training"
consistency-regularization data-augmentation human-pose-estimation semi-supervised-learning transfer-learning
Language:Python 6
djene-mengistu / simEps
This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels
deep-learning pytorch defect-segmentation machine-vision consistency-regularization pseudo-labeling semi-supervised-learning defect-detection industrial-automation pairwise-similarity robotic-perception
Language:Python 5
kevinorjohn / LLP-VAT
Learning from Label Proportions with Consistency Regularization
consistency-regularization label-proportions learning-from-label-proportions llp-vat
Language:Python 5
sayakpaul / Consistency-Training-with-Supervision
Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".
tensorflow keras robustness-experiments consistency-regularization computer-vision
Language:Jupyter Notebook 4
javier-marti-isasi / GANs-with-limited-data
BigGAN training with limited data using Transfer Learning, Data Augmentation and Conistency Regularization.
computer-vision consistency-regularization data-augmentation fine-tuning gans transfer-learning
Language:Python 3
julilien / C2S2L
Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2021.
conformal-prediction consistency-regularization copa copa-2023 deep-learning fixmatch label-relaxation machine-learning self-supervised-learning semi-supervised-learning weakly-supervised-learning
Language:Python 2
hritam-98 / domain-CL-CR
Code implementation of our paper "Exploring Domain-specific Contrastive Learning with Consistency Regularization for Semi-supervised Medical Image Segmentation "
domain-knowledge contrastive-learning consistency-regularization network-perturbation-amplitude medical-imaging semisupervised-learning medical-image-segmentation
1
MaxwellYaoNi / NICE
[NeurIPS 2023] NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs
consistency-regularization gans
1
achen353 / dacon
Data Augmentation for Entity Matching using Consistency Learning
consistency-regularization data-augmentation deep-learning entity-matching language-model
Language:Jupyter Notebook 0
firstmover / cr-seg
Source code for "Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series" paper.
consistency-regularization mri registration segmentation semi-supervised-learning
Language:Python 0
IntelliDAL / UCMT
[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
consistency-regularization medical-image-segmentation mixup pseudo-labeling segmentation semi-supervised-learning
Language:Python 0
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
brax chest-xray-images chest-xrays chexpert chexpert-dataset consistency-regularization domain-adaptation domain-agnostic domain-generalization mimic-cxr neural-style-transfer thoracic-diseases thorax-disease-classification
0