JeremieMelo

dct_cuda

L2ight

M3ICRO-MOMMI

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

Memory-Efficient-Multi-Level-Generation

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

NeurOLight

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

pytorch-onn

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

pyutility

SqueezeLight

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

DREAMPlace

Deep learning toolkit-enabled VLSI placement

torchquantum

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

JeremieMelo/pytorch-onn

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

JeremieMelo/NeurOLight

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

JeremieMelo/L2ight

JeremieMelo/dct_cuda

JeremieMelo/M3ICRO-MOMMI

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

JeremieMelo/pyutility

JeremieMelo/ADEPT

Automatic differentiable design of photonic tensor cores

JeremieMelo/SqueezeLight

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

JeremieMelo/ism-cuda

CUDA independent set matching

JeremieMelo/Memory-Efficient-Multi-Level-Generation

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

JeremieMelo/EE382M-S22-A-Star-Search

JeremieMelo/EE382M-S22-FM-BiPartition

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

JeremieMelo/HPEngine

optical addernet and dot product engine

JeremieMelo/Multi-Scale-High-Resolution-Vision-Transformer

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

JeremieMelo/jeremiemelo.github.io

My personal website

JeremieMelo/pytorch-onn-doc

JeremieMelo/AdderNet

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

JeremieMelo/CSWin-Transformer

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

JeremieMelo/efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

JeremieMelo/HRViT

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

JeremieMelo/limbo018.github.io

Github Page

JeremieMelo/mwt-operator

Multiwavelets-based operator model

JeremieMelo/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

JeremieMelo/pytorch-cifar

95.16% on CIFAR10 with PyTorch

JeremieMelo/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)

JeremieMelo/pytorch-msssim

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

JeremieMelo/Resume

JeremieMelo/Swin-Transformer

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

JeremieMelo/tltorch-cuda-embed

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

JeremieMelo/vision

Datasets, Transforms and Models specific to Computer Vision