JeremieMelo

pytorch-onn

A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

NeurOLight

A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022

L2ight

dct_cuda

pyutility

M3ICRO-MOMMI

Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference

SqueezeLight

Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021

ADEPT

Automatic differentiable design of photonic tensor cores

ism-cuda

CUDA independent set matching

Memory-Efficient-Multi-Level-Generation

Implementation of Memory-Efficient Neural Networks with Multi-Level Generation, ICCV 2021

EE382M-S22-A-Star-Search

EE382M-S22-FM-BiPartition

Coding assignment 1 for EE382M-Spring 2022 VLSI Physical Design Automation

HPEngine

optical addernet and dot product engine

Multi-Scale-High-Resolution-Vision-Transformer

This is an official implementation for "Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation".

jeremiemelo.github.io

My personal website

pytorch-onn-doc

AdderNet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

CSWin-Transformer

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

HRViT

HRViT ("Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation"), CVPR 2022.

limbo018.github.io

Github Page

mwt-operator

Multiwavelets-based operator model

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

Resume

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tltorch-cuda-embed

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

vision

Datasets, Transforms and Models specific to Computer Vision