Data Augmentation for Entity Matching using Consistency Learning
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Updated
Dec 13, 2021 - Jupyter Notebook
Data Augmentation for Entity Matching using Consistency Learning
Source code for "Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series" paper.
[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays
Code implementation of our paper "Exploring Domain-specific Contrastive Learning with Consistency Regularization for Semi-supervised Medical Image Segmentation "
[NeurIPS 2023] NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs
BigGAN training with limited data using Transfer Learning, Data Augmentation and Conistency Regularization.
Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2021.
Contains experimentation notebooks for my Keras Example "Consistency Training with Supervision".
Learning from Label Proportions with Consistency Regularization
This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels
Code for my paper "Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training"
Code for "Credal Self-Supervised Learning" as published at NeurIPS 2021.
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing (ACL 2022)
This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.
[MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
[IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
Consistency Regularization for Adversarial Robustness (AAAI 2022)
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