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
Dynamic-Textures-Autoregression
Dynamic texture synthesis using CNN
Biological_Learning
Example of "biological" learning for MNIST
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
disentangling_conditional_gans
Disentangling Multiple Conditional Inputs in GANs
Introspective-Neural-Networks
Machine Learning course project, Skoltech 2019
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
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.
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.