PolinaDruzhinina
PhD Student in Skolkovo Institute of Science and Technology, Moscow. Computer vision, Neuroimaging, Classification and Interpretation
Moscow, Russia
Pinned Repositories
adni
CrystalNeuroimaging
DeepLearningExamples
Deep Learning Examples
Explainable_neuroViT
IBGNN
MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
lol_nnunet
Segmentation BraTS2021
MICCAI_brainmagick
Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.
PlaneClassification
SynthAnatomy
VQ-VAE + Transformer based synthesis of 3D anatomical imaging data
PolinaDruzhinina's Repositories
PolinaDruzhinina/CrystalNeuroimaging
PolinaDruzhinina/adni
PolinaDruzhinina/lol_nnunet
Segmentation BraTS2021
PolinaDruzhinina/DeepLearningExamples
Deep Learning Examples
PolinaDruzhinina/Explainable_neuroViT
PolinaDruzhinina/IBGNN
MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
PolinaDruzhinina/LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
PolinaDruzhinina/MICCAI_brainmagick
Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.
PolinaDruzhinina/PlaneClassification
PolinaDruzhinina/SynthAnatomy
VQ-VAE + Transformer based synthesis of 3D anatomical imaging data
PolinaDruzhinina/DLTK
Deep Learning Toolkit for Medical Image Analysis
PolinaDruzhinina/FakePathologyGan
Generation of images with artifacts on biopsy using GANs
PolinaDruzhinina/ICAM
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
PolinaDruzhinina/InterpretableNeuroDL
PolinaDruzhinina/mobilenet
PolinaDruzhinina/NetDeepPavlov
PolinaDruzhinina/NeuralFashionGAN
Generative Adversarial Network for Clothing Generation
PolinaDruzhinina/offline-vi-3d-reconstruction
Offline visual-inertial SAM with modern computer vision for 3D reconstruction
PolinaDruzhinina/TopDeepLearning
A list of popular github projects related to deep learning