Pinned Repositories
cnguyen10.github.io
Personal website made from Quarto
conditional_dc_gan
Implementation of DC-GAN and its variant - class conditional DC-GAN in Jax
direct_loss_minimization
Implement of "Training deep neural networks via direct loss minimization" in PyTorch for 0-1 loss
FCS
This is an un-official github page for the course Foundation of Computer Science at the University of Adelaide.
few_shot_meta_learning
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
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.
tow
This is the official implementation for the paper "Task weighting in meta-learning with trajectory optimisation"
cnguyen10's Repositories
cnguyen10/few_shot_meta_learning
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
cnguyen10/direct_loss_minimization
Implement of "Training deep neural networks via direct loss minimization" in PyTorch for 0-1 loss
cnguyen10/tow
This is the official implementation for the paper "Task weighting in meta-learning with trajectory optimisation"
cnguyen10/cnguyen10.github.io
Personal website made from Quarto
cnguyen10/conditional_dc_gan
Implementation of DC-GAN and its variant - class conditional DC-GAN in Jax
cnguyen10/FCS
This is an un-official github page for the course Foundation of Computer Science at the University of Adelaide.
cnguyen10/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.
cnguyen10/learning_to_defer
Implementation of "Learning to defer" in JAX
cnguyen10/mixup_chaoyang
Mixup on the Chaoyang dataset
cnguyen10/probabilistic_task_modelling
Implementation of "Probabilistic task modelling for meta-learning" accepted at UAI 2021.
cnguyen10/simclr_jax
Implementation of SimCLR v1 in Jax
cnguyen10/similarity_classification_tasks
Official implementation of the paper "Similarity of classification tasks" accepted at Neurips meta-learning workshop 2020