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).

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

[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".

Supplementary material and code for "Conformal Credal Self-Supervised Learning" as published at COPA 2023.

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

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