edongdongchen

Machine learning, inverse problems, image processing

University of EdinburghUK

Pinned Repositories

deepinv
PyTorch library for solving imaging inverse problems using deep learning
Language:Python282 10 8764
DDN
Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020
Language:Python29 3 43
deepinv-dc
PyTorch library for solving imaging inverse problems using deep learning
Language:Python3 0 00
EI
Equivariant Imaging (EI), ICCV'2021 Oral
Language:Python65 4 411
GraphRBM
Graph regularized Restricted Boltzmann Machine, IEEE TNNLS'2018
Language:MATLAB3 1 02
Locally-Nonnegative-Pursuit
Learning sparse convex representation without using non-negative constraint, AAAI'14
Language:MATLAB3 1 00
MOI
Multi-Operator Imaging (MOI), NeurIPS'2022
Language:Python9 1 14
PGD-Net
Proximal Gradient Descent Network (PGD-Net) for Magnetic Resonance Fingerprinting, MICCAI'2020
Language:Python17 2 15
REI
Robust Equivariant Imaging (REI), CVPR'2022 Oral
Language:Python84 2 48
torchkbnufft
A robust, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.
Language:Python1 0 00

edongdongchen/REI
Robust Equivariant Imaging (REI), CVPR'2022 Oral
Language:Python84 2 48
edongdongchen/EI
Equivariant Imaging (EI), ICCV'2021 Oral
Language:Python65 4 411
edongdongchen/DDN
Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020
Language:Python29 3 43
edongdongchen/PGD-Net
Proximal Gradient Descent Network (PGD-Net) for Magnetic Resonance Fingerprinting, MICCAI'2020
Language:Python17 2 15
edongdongchen/MOI
Multi-Operator Imaging (MOI), NeurIPS'2022
Language:Python9 1 14
edongdongchen/deepinv-dc
PyTorch library for solving imaging inverse problems using deep learning
Language:Python3 0 00
edongdongchen/GraphRBM
Graph regularized Restricted Boltzmann Machine, IEEE TNNLS'2018
Language:MATLAB3 1 02
edongdongchen/Locally-Nonnegative-Pursuit
Learning sparse convex representation without using non-negative constraint, AAAI'14
Language:MATLAB3 1 00
edongdongchen/torchkbnufft
A robust, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.
Language:Python1 0 00