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senya-ashukha/README.md

Hi there 👋

I am a Research Scientist at Samsung AI Center. I (almost) received a PhD in Machine Learning, so I can make big overcomplicated DNNs work 🙂. The results of my PhD contributed to sparsification, uncertainty estimation, ensembling, and fundamentals of Bayesian deep learning.

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  1. 🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    Jupyter Notebook 3.1k 322

  2. Sparse Variational Dropout, ICML 2017

    Jupyter Notebook 290 43

  3. Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

    Jupyter Notebook 170 20

  4. Real NVP PyTorch a Minimal Working Example | Normalizing Flow

    Jupyter Notebook 112 23

  5. PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

    Jupyter Notebook 89 20

  6. A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks

    Python 78 5

238 contributions in the last year

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April 2022

senya-ashukha has no activity yet for this period.

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