blufzzz's repositories

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

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Dynamic-Textures-Autoregression

Dynamic texture synthesis using CNN

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Biological_Learning

Example of "biological" learning for MNIST

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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.

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CA1_Dynamics

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

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deepmedic

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

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disentangling_conditional_gans

Disentangling Multiple Conditional Inputs in GANs

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Introspective-Neural-Networks

Machine Learning course project, Skoltech 2019

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fashion_gan

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

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FCDNet

CNN for Focal Cortical Dysplasia segmentation

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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'.

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Human-Gut-Microbiome-Analysis

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

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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!

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MeshCNN

Convolutional Neural Network for 3D meshes in PyTorch

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Motor-control-for-speed-transition

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

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n-player-games

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

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nla2021

The repository for Skolech NLA2021

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Optimization-Methods

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

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pytorch-hebbian

A lightweight and flexible framework for Hebbian learning in PyTorch.

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Skoltech-DL

Deep Learning course at Skoltech

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Skoltech-Microbiome-Project

Microbiome cluster analyses and low-dimensional representation

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skoltech_thesis_template

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

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two-stream-dyntex-synth

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

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