Jiaqi Gu's Projects
A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022
Learn about particle swarm optimization (PSO) through Python!
Plot using python script with Plotly
Tensors and Dynamic neural networks in Python with strong GPU acceleration
95.16% on CIFAR10 with PyTorch
3.41% and 17.11% error on CIFAR-10 and CIFAR-100
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 differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing
This is the PyTorch implementation of VGG network trained on CIFAR10 dataset
A pytorch implementation of DoReFa-Net
Sequence learning using RNNs in Pytorch
Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021
A Pytorch image classification using the Stanford Dogs dataset to classify an image of a dog to one of 120 breeds
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch
Datasets, Transforms and Models specific to Computer Vision