Ekaterina Khramtsova's starred repositories

Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

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DomainBed

DomainBed is a suite to test domain generalization algorithms

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test-time-adaptation

A repository and benchmark for online test-time adaptation.

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augnet

Code of "Deep invariant networks with differentiable augmentation layers"

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tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

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tevatron

Tevatron - A flexible toolkit for neural retrieval research and development.

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RandConv

Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"

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filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

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awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

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topological-autoencoders

Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.

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hybridnet

Code for "HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning"

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mean-teacher

A state-of-the-art semi-supervised method for image recognition

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jmlr_2019

Code for JMLR paper ``Learning Representations of Persistence Barcodes``

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CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

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PySyft

Perform data science on data that remains in someone else's server

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federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

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