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aleksandervainer.github.io

Personal GitHub Page of Aleksander Vainer

asteroid

The PyTorch-based audio source separation toolkit for researchers || Pretrained models available

augmentedautoencoder

Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

cbdnet

Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019

code_snippets

cutblur

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

diffusion

Denoising Diffusion Probabilistic Models

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

fairseq-gec

Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

ffdnet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

google-research

Google Research

hello-world

hello world exercise

image-super-resolution

Implementation of Super Resolution CNN in Keras.

indexnet_matting

Indices Matter: Learning to Index for Deep Image Matting

ircnn

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

lowrankmodels.jl

LowRankModels.jl is a julia package for modeling and fitting generalized low rank models.

mcmc

Implementation of Markov Chain Monte Carlo in Python from scratch

n2v

This is the implementation of Noise2Void training.

n3net

Neural Nearest Neighbors Networks (NIPS*2018)

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

noise2self

A framework for blind denoising with self-supervision.

openqa

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

pynet

Generating RGB photos from RAW image files with PyNET

pyramid-attention-networks

PyTorch code for "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

r3det_tensorflow

R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

rdn

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

retinexnet

A Tensorflow implementation of RetinexNet

ridnet

Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.

selfsupervised-denoising

High-Quality Self-Supervised Deep Image Denoising - Official TensorFlow implementation of the NeurIPS 2019 paper

speech-denoising-wavenet

A neural network for end-to-end speech denoising