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biological_learning

Example of "biological" learning for MNIST

blufzzz

brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

ca1_dynamics

Investigate short-term CA1 dynamics in mice freely exploring novel environment

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

design-inspiration-from-generative-networks

Partial reproduction of the results from the paper https://arxiv.org/pdf/1804.00921.pdf and experiments with Pix2Pix fashion generation

discrete-curvature-graph-classification

disentangling_conditional_gans

Disentangling Multiple Conditional Inputs in GANs

dynamic-textures-autoregression

Dynamic texture synthesis using CNN

dynamic-textures-glo

fashion_gan

Project written as part of my Master Thesis: Implementation and Evaluation of Synthesis Methods for Image Retrieval.

fcdnet

CNN for Focal Cortical Dysplasia segmentation

gain_modulation_stability_optimised_circuits_python

Python code to create 'stability-optimised circuits' and code to recreate the main results of Figure 1 of our paper 'Motor primitives in space and time via targeted gain modulation in cortical networks'.

human-gut-microbiome-analysis

Code for "Absence of enterotypes in the human gut microbiomes reanalyzed with non-linear dimensionality reduction method" paper

introspective-neural-networks

Machine Learning course project, Skoltech 2019

learnable-triangulation-pytorch

This repository is an official PyTorch implementation of the paper "Learnable Triangulation of Human Pose" (ICCV 2019, oral). Proposed method archives state-of-the-art results in multi-view 3D human pose estimation!

meshcnn

Convolutional Neural Network for 3D meshes in PyTorch

motor-control-for-speed-transition

Code to train a RNN for speed transition in a gain modulation model

n-player-games

Experiments from "The Mechanics of n-Player Differentiable Games" and beyond

nla2021

The repository for Skolech NLA2021

optimization-methods

Repository with HW for the course "Optimization Methods" in Skoltech, 2019

pytorch-hebbian

A lightweight and flexible framework for Hebbian learning in PyTorch.

rwc

skoltech-dl

Deep Learning course at Skoltech

skoltech-microbiome-project

Microbiome cluster analyses and low-dimensional representation

skoltech_thesis_template

This is an unofficial LaTeX template for MSc thesis in a Skoltech university.

two-stream-dyntex-synth

Code for the paper "Two-Stream Convolutional Networks for Dynamic Texture Synthesis". Presented at CVPR '18.