CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset

[CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Official implementation of "GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators" (NeurIPS 2020)

Differentially private release of semantic rich data

Related material on Federated Learning

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Flower: A Friendly Federated AI Framework

Perform data science on data that remains in someone else's server

Code for StructN2V method and experiments

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Python script to download the celebA-HQ dataset from google drive

PyTorch implementations of Generative Adversarial Networks.

General Invertible Transformations for Flow-based Generative Models

Tensorflow implementation of adversarial auto-encoder for MNIST

Models built with TensorFlow

Deep Learning Camp Jeju

Models and examples built with TensorFlow

Run a command; post it and its standard input, output, and error to Slack

probabilistic programming for PL folks

💬 Slides and Tutorial Codes for the talk 'Toward Best Practices of TensorFlow Code Patterns' (2017)

Interactive, node-by-node debugging and visualization for TensorFlow

Short tutorial for TensorFlow, designed to be presented in-person

OpenCL 1.2 implementation for Tensorflow

Stereo Vision -- attempt to build 3D model from multiple view image sets

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)