Cuong Nguyen's repositories
few_shot_meta_learning
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
direct_loss_minimization
Implement of "Training deep neural networks via direct loss minimization" in PyTorch for 0-1 loss
cnguyen10.github.io
Personal website made from Quarto
conditional_dc_gan
Implementation of DC-GAN and its variant - class conditional DC-GAN in Jax
identifiable_label_noise_mult_mixture
This repository contains the code development aiming to address the identifiability issue in noisy label learning through the lens of multinomial mixture models.
learning_to_defer
Implementation of "Learning to defer" in JAX
mixup_chaoyang
Mixup on the Chaoyang dataset
probabilistic_task_modelling
Implementation of "Probabilistic task modelling for meta-learning" accepted at UAI 2021.
simclr_jax
Implementation of SimCLR v1 in Jax
similarity_classification_tasks
Official implementation of the paper "Similarity of classification tasks" accepted at Neurips meta-learning workshop 2020