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respme-net

restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

retina-unet

Retina blood vessel segmentation with a convolutional neural network

retromocobox

Retrospective motion-correction of 3D MRI k-space data in Matlab

reweighted-l1-minimization

Implementation of Iterative Reweighted L1 Minimization

rfcontrol

rfov

Iterative Reduced FOV reconstruction for PROPELLER

ridnet

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

ring

Simple auto‐calibrated gradient delay estimation from few spokes using Radial Intersections (RING)

rkn

rl-movie-recommender

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

rl_mri_sequenceoptimisation

rnan

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

rnn-from-scratch

Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs

rnn-from-scratch-1

Implementing Recurrent Neural Network from Scratch

rnn-google-stock-prediction

Recurrent Neural Networks (RNN) to predict google stock's price

rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

rnndl

Robust Non Negative Dictionary Learning

rnnfromscratch

build tensorflow high level rnn api from scratch

roadseg

Segmenting road from image using Deep Learning and Graph Cut

roar

robust-aloha

Denoising of Impulsive noise in single/multichannel images

robust-group-sparse-beamforming

Matlab Simulation Code for "Robust group sparse beamforming for multicast green Cloud-RAN with imperfect CSI", by Y. Shi, J. Zhang, and K. B. Letaief, IEEE Trans. Signal Process., vol. 63, no. 17, pp. 4647-4659, Sept. 2015.

robustaloha

Sparse + Low-Rank Hankel Matrix Decomposition for Impulse Noise Removal

robustpca

Robust PCA implementation and examples (Matlab)

ronet

The official implementation of "Rank-One Network: An Effective Framework for Image Restoration" via TensorFlow

rpca-mwf

rs-fmri

Code for processing and analysis of resting state fMRI

rsda

Code for paper "Spherical space domain adaptation with pseudo label (CVPR 2020)".