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smmzhang's Projects

investor-attention icon investor-attention

A Study on Quantitative Strategies with a Multi-Factor Stock Selection Model Enhanced by Investor Attention

iseebetter icon iseebetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

isetcam icon isetcam

Open source version of the original ISET, a complement to ISETBIO

jalali-lab-implementation-of-raisr icon jalali-lab-implementation-of-raisr

Implementation of RAISR (Rapid and Accurate Image Super Resolution) algorithm in Python 3.x by Jalali Laboratory at UCLA. The implementation presented here achieved performance results that are comparable to that presented in Google's research paper (with less than ± 0.1 dB in PSNR). Just-in-time (JIT) compilation employing JIT numba is used to speed up the Python code. A very parallelized Python code employing multi-processing capabilities is used to speed up the testing process. The code has been tested on GNU/Linux and Mac OS X 10.13.2 platforms.

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

la-core icon la-core

Linear algebra accelerators for RISC-V (published in ICCD 17)

lcnn_jdd icon lcnn_jdd

Code for Lightweight Deep Residue Learning for Joint Color Image Demosaicking and Denoising (ICPR2018 Oral)

lem icon lem

Long Expressive Memory (LEM)

librtprocess icon librtprocess

A project to make RawTherapee's processing algorithms more readily available.

logic icon logic

CMake, SystemVerilog and SystemC utilities for creating, building and testing RTL projects for FPGAs and ASICs.

lpnet-pytorch icon lpnet-pytorch

This repository is a PyTorch version of the paper "Luminance-aware Pyramid Network for Low-light Image Enhancement" (TMM 2020).

lsc icon lsc

Libre Silicon Compiler

lsfnet icon lsfnet

Pytorch code for "Low-light Image Restoration with Short- and Long-exposure Raw Pairs"

ltmn icon ltmn

Code and DataSet for the paper "Divide and Conquer: A Real-Time Semi-Supervised Deep Tone Mapping Network"

maestro icon maestro

An analytical cost model evaluating DNN mappings (dataflows and tiling).

mf2f icon mf2f

Self-supervised training for blind multi-frame video denoising

miaow icon miaow

An open source GPU based off of the AMD Southern Islands ISA.

msmw3 icon msmw3

simd-optimized multi-scale multi-window correlator

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