AutoML, Privacy Preserving, Federated Learning

Collection of advice for prospective and current PhD students

NYU Deep Learning Spring 2021

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

Deep Learning (with PyTorch)

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

MoEx (Moment Exchange)

Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"

Recovers passwords from pixelized screenshots

A Collection of Variational Autoencoders (VAE) in PyTorch.

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

Minimal tutorials for PyTorch

Example code for the paper "Understanding deep learning requires rethinking generalization"

TP-GAN Pytorch implementation

starter from "How to Train a GAN?" at NIPS2016

This is the course project website for Cornell CS5670, 2019 Spring

ID-discriminative Embedding (IDE) for Person Re-identification