Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)

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

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

Consistency Regularization for Adversarial Robustness (AAAI 2022)

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

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

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

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

This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.

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

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

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

This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels

Learning from Label Proportions with Consistency Regularization

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

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.

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

Data Augmentation for Entity Matching using Consistency Learning