cnguyen10

Cuong Nguyen's repositories

few_shot_meta_learning

Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch

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direct_loss_minimization

Implement of "Training deep neural networks via direct loss minimization" in PyTorch for 0-1 loss

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tow

This is the official implementation for the paper "Task weighting in meta-learning with trajectory optimisation"

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cnguyen10.github.io

Personal website made from Quarto

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conditional_dc_gan

Implementation of DC-GAN and its variant - class conditional DC-GAN in Jax

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FCS

This is an un-official github page for the course Foundation of Computer Science at the University of Adelaide.

MIT010

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.

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learning_to_defer

Implementation of "Learning to defer" in JAX

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mixup_chaoyang

Mixup on the Chaoyang dataset

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probabilistic_task_modelling

Implementation of "Probabilistic task modelling for meta-learning" accepted at UAI 2021.

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simclr_jax

Implementation of SimCLR v1 in Jax

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similarity_classification_tasks

Official implementation of the paper "Similarity of classification tasks" accepted at Neurips meta-learning workshop 2020

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