Alexey Gruzdev

AI Software Engineering Manager @ Intel

[Alexey Gruzdev @Grib0ed0v]

First video guide for OpenFL is already on YouTube! - https://t.co/zcbekXXiNF
#openfl #federatedlearning

[Alexey Gruzdev @Grib0ed0v]

We continue to enhance #FederatedLearning with new OpenFL 1.2.1 release💥Interested in Federated Vision Transformer - check it out!;)

[Dmitry Kurtaev @dkurtaev]

#Intel #OpenFL published a New Year release for better #FederatedLearning https://t.co/xj3Z1M4D8a

[FeTS Challenge @FeTS_Challenge]

REMINDER!!!

Deadline for initiating your paper submission on the CMT system is the 19th of July! You can then finalize your submission by the 26th of July. Please note that the initial submission only requires to indicate the task(s) you intend to participate.

[FeTS Challenge @FeTS_Challenge]

Some exciting news!

The top-ranked participating teams in the #FeTSChallenge will receive monetary prizes of total value of $5,000 - sponsored by
@intel

@MICCAI_Society

[FeTS Challenge @FeTS_Challenge]

Training data are now released for the 1st #Challenge on #FederatedLearning: 341 subjects with source info.

Forum: https://t.co/7Du89A7wsJ

Looking forward to your participation!

#FeTS2021 #MachineLearning #Brain #Glioblastoma

@MICCAI @Penn @CBICAannounce @IntelAI @mic_dkfz

[Alexey Gruzdev @Grib0ed0v]

The first #challenge on Federated Learning! Join if you are interested! :)

[FeTS Challenge @FeTS_Challenge]

Interested on #FederatedLearning (FL)?

We are excited to announce the first #challenge on FL, in conjunction with @MICCAI, and focusing in #segmentation of #brain #Glioblastoma #tumors.
Training data release: May 21
For more details visit https://t.co/W4RhJ7fBZH
#MachineLearning

[FeTS Challenge @FeTS_Challenge]

Interested on #FederatedLearning (FL)?

We are excited to announce the first #challenge on FL, in conjunction with @MICCAI, and focusing in #segmentation of #brain #Glioblastoma #tumors.
Training data release: May 21
For more details visit https://t.co/W4RhJ7fBZH
#MachineLearning

[Alexey Gruzdev @Grib0ed0v]

I am thrilled to share the exciting news - the framework for federated learning OpenFL 1.0 is officially released!🔥 Check it out on #github - https://t.co/U1phlEsssL

#federatedlearning #openfl #securedcomputations #privacypreservingml #deeplearning #privatedata #MachineLearning

[Sergei Belousov @bes_dev]

OpenVINO neural networks compression framework was release (PyTorch based). Key features:
1) Trainable quantization for weights/activations
2) Sparsification based on magnitude or L0 regularization
3) Static graph parsing for Pytorch.

github: https://t.co/mn3NLw70hi

[Vladimir Iglovikov @viglovikov]

New model zoo in @PyTorch for image segmentation by Pavel Yakubovskiy.

https://t.co/IkkjRJyRIq

[1] UNet, FPN, PSPNet Heads
[2] Pre-trained backbones (30+) vgg, densenet, dpn, resnet, seresne(x)t, senet, inceptionresnetv2, etc
[3] Example on how to train on the CamVid dataset.

[Alexey Gruzdev @Grib0ed0v]

Very small & useful lib for those who research NNs in @PyTorch for flops/parameters counting. Kudos to my colleague V. Sovrasov!
https://t.co/x4O2C0KPD0
#PyTorch #DeepLearning #opensource

[Bayesian Methods Research Group @bayesgroup]

We are hiring a postdoc on deep reinforcement learning. Come work with us! Deadline 31 June 2019.

Call for applications:
https://t.co/0qfdTc6fYM

[Παύλος Πλεσκόφ @ppleskov]

Do you know what's in common between ITALY, BRAZIL, QUEBEC, CRIMEA, CUBA, IRAN, SYRIA, NORTH KOREA, SUDAN, RUSSIA, UKRAINE, KAZAKHSTAN, and BELARUS? Residents of all these countries are prohibited from participating in #PoweredByTF 2.0 Challenge. But why???

[Vladimir Iglovikov @viglovikov]

I would like to announce that @albuslaev @creaf @cvtalks @viglovikov are releasing image augmentation library #albumentations v0.2.0.

The new features are key point transformations, multiple targets of the same type and many other improvements.

https://t.co/jng9RljvPd

[Alexey Gruzdev @Grib0ed0v]

Let's the open-source continue!🎉
I'm excited to notify you that we have open-sourced our Face Recognition training pipeline in @PyTorch https://t.co/c2zHnihziD
#FaceRecognition #DeepLearning #OpenSource

[Sergey Kolesnikov @Scitator]

Catalyst.RL — reproducible and scalable off-policy RL framework at @appliedmldays.
Open source. @PyTorch.

[Alexey Gruzdev @Grib0ed0v]

Let's the open-source begin!🎉
I'm happy to say that our team is starting to open-source our training tools.
The first one is Training Toolbox for Caffe - https://t.co/tpxOC3P5ix which includes training code for action detection & action recognition by Evgeny Izutov.
Enjoy!

[Sergei Belousov @bes_dev]

Help to OpenCV team makes the library better.
https://t.co/UJhgdn6uSF

[Alexey Gruzdev @Grib0ed0v]

Just completed "The subtle art of not giving a fuck" by Mark Manson. Highly recommended for everyone!

[Alexey Gruzdev @Grib0ed0v]

Really happy to share this;)

[Sergei Belousov @bes_dev]

Today our inference engine for deep learning named "Intel OpenVINO" was released as an open source library (https://t.co/DXG87NKvko)