xdchen2020 Goto Github PK

as_simulator

Absorption/Scattering Simulation system to model light escaping complex media to reach a microscope objective

awesome-image-classification

A curated list of deep learning image classification papers and codes

bpmresults

Contains Results for the paper Cheng, Xiaojun, et al. "Development of a beam propagation method to simulate the point spread function degradation in scattering media." Optics letters 44.20 (2019): 4989-4992.https://www.osapublishing.org/ol/abstract.cfm?uri=ol-44-20-4989

complex-networks-release

Implementation related to the paper "Analysis of deep complex-valued convolutional neural networks for MRI reconstruction and phase-focused applications" by Elizabeth K. Cole et. al; Toolbox for complex-valued convolution and activation functions using an unrolled architecture.

deep-complex-networks

(NOT Official) Implementation Deep Comple Networks and plus module (ICLR 2018)

deep_complex_networks

Implementation related to the Deep Complex Networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fiber-tm

Optical fiber computed imaging

imaging-through-scattering-media

information_retrieval

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

modelwfs

supplementary scripts for arXiv:2002.05279

obsidian_vault_template_for_researcher

This is an vault template for researchers using obsidian.

perturbed-amplitude-flow

MATLAB demo for phase retrieval using Perturbed amplitude flow algorithm

platemo

Evolutionary multi-objective optimization platform

pnp-cassi

Python(pytorch) code for the paper: Siming Zheng, Yang Liu, Ziyi Meng, Mu Qiao, Zhishen Tong, Xiaoyu Yang, Shensheng Han, and Xin Yuan, "Deep plug-and-play priors for spectral snapshot compressive imaging," Photon. Res. 9, B18-B29 (2021)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

scadec-deep-learning-diffractive-tomography

Efficient and accurate inversion of multiple scattering with deep learning

scatteringmedia

tc-cdi

Code for "Physics-driven deep learning enables temporal compressive coherent diffraction imaging"

torchlex

Complex tensor and complex functions for pytorch.

vision

Datasets, Transforms and Models specific to Computer Vision

wavesim

High-accuracy simulation of light propagation