consistency-regularization

There are 23 repositories under consistency-regularization topic.

  • amazon-science/semimtr-text-recognition

    Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)

    Language:Python8041414

  • NJUyued/MutexMatch4SSL

    "MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization" by Yue Duan (TNNLS)

    Language:Python72200

  • xierc/Semi_Human_Pose

    [ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation

    Language:Python53416

  • alinlab/consistency-adversarial

    Consistency Regularization for Adversarial Robustness (AAAI 2022)

    Language:Python51620

  • AKASH2907/pi-consistency-activity-detection

    End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]

    Language:Python33194

  • lizhaoliu-Lec/CPCM

    This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).

    Language:Python283123

  • Senyh/UCMT

    [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation

    Language:Python27692

  • moucheng2017/MisMatchSSL

    [MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation

    Language:Jupyter Notebook22210

  • 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:Python8211

  • cliang1453/CAMERO

    CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)

    Language:Python7100

  • julilien/CSSL

    Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.

    Language:Python7201

  • hnuzhy/MultiAugs

    Code for my paper "Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training"

    Language:Python6201

  • 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:Python5112

  • kevinorjohn/LLP-VAT

    Learning from Label Proportions with Consistency Regularization

    Language:Python5202

  • sayakpaul/Consistency-Training-with-Supervision

    Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".

    Language:Jupyter Notebook4201

  • javier-marti-isasi/GANs-with-limited-data

    BigGAN training with limited data using Transfer Learning, Data Augmentation and Conistency Regularization.

    Language:Python310

  • julilien/C2S2L

    Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2021.

    Language:Python2201

  • hritam-98/domain-CL-CR

    Code implementation of our paper "Exploring Domain-specific Contrastive Learning with Consistency Regularization for Semi-supervised Medical Image Segmentation "

    110

  • MaxwellYaoNi/NICE

    [NeurIPS 2023] NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs

    1100

  • achen353/dacon

    Data Augmentation for Entity Matching using Consistency Learning

    Language:Jupyter Notebook0141

  • firstmover/cr-seg

    Source code for "Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series" paper.

    Language:Python0101

  • IntelliDAL/UCMT

    [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation

    Language:Python0200

  • 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

    0111