Melon Dan Li's repositories
awesome-phd-advice
Collection of advice for prospective and current PhD students
Cornell-CS5670-2019
This is the course project website for Cornell CS5670, 2019 Spring
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Depix
Recovers passwords from pixelized screenshots
fitting-random-labels
Example code for the paper "Understanding deep learning requires rethinking generalization"
ganhacks
starter from "How to Train a GAN?" at NIPS2016
glow
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
IDE-baseline-Market-1501
ID-discriminative Embedding (IDE) for Person Re-identification
MoEx
MoEx (Moment Exchange)
NYU-DLSP21
NYU Deep Learning Spring 2021
practical-pytorch
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
PrivacyPreservationImageRecognition
AutoML, Privacy Preserving, Federated Learning
pytorch-Deep-Learning
Deep Learning (with PyTorch)
PyTorch-Mini-Tutorials
Minimal tutorials for PyTorch
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
Soteria
Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"
TP-GAN
TP-GAN Pytorch implementation