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u7122029

Hi there, welcome to my profile! I'm glad you're come to visit.

A bit about myself: I like helping people. It's a simple premise, I know. I like keeping things simple. I particularly enjoy helping with research in Machine Learning, Deep Learning and topics surrounding Proof Assistants.

Feel free to have a look around!

u7122029's Projects

augmentation-corruption icon augmentation-corruption

This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".

augmix icon augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

autoeval_baselines icon autoeval_baselines

Investigating the relationship between Jigsaw Invariance and Classification Accuracy, and comparing the strength of this relationship with other metrics.

fortuna icon fortuna

A Library for Uncertainty Quantification.

imgaug icon imgaug

Image augmentation for machine learning experiments.

jigsawpuzzlepytorch icon jigsawpuzzlepytorch

Pytorch implementation of the method from the paper "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

meta-set icon meta-set

Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22

pytorch-deep-coral icon pytorch-deep-coral

This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for Deep Domain Adaptation. Baochen Sun and Kate Saenko (ECCV 2016).

pytorch_resnet_cifar10 icon pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

sympy_2120 icon sympy_2120

A computer algebra system written in pure Python

torch-hub-test icon torch-hub-test

This repository will be used for the testing of torch hub functionalities.

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