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YCdreaming~'s Projects

ssl_comparison icon ssl_comparison

A comparative study on Self-Supervised Learning for Time Series: Contrastive or Generative?

stochasticlda icon stochasticlda

Python implementation of Stochastic Variational Inference for LDA

subtab icon subtab

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

tab-ddpm icon tab-ddpm

[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"

taisl icon taisl

(ICCV'17) When Unsupervised Domain Adaptation Meets Tensor Representations

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorpca icon tensorpca

Tensor Principal Component Analysis ---> https://arxiv.org/abs/2212.12981

timegan-pytorch icon timegan-pytorch

Pytorch implementation of the paper "Time-series Generative Adversarial Networks".

transformer icon transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

unn icon unn

Causal Neural Nerwork

wica icon wica

WICA: nonlinear weighted ICA

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