Xiaojiang Zuo's Projects
[ICLR'23] AIM: Adapting Image Models for Efficient Video Action Recognition
:books: List of awesome university courses for learning Computer Science!
Awesome Incremental Learning
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
BigDL: Distributed Deep Learning Library for Apache Spark
Breaking CAPTCHA with deep learning
Project of nn_based decision algorithms.
use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码,使用tensorflow实现卷积神经网络,进行验证码识别。
Code examples in pyTorch and Tensorflow for CS230
A best practice for deep learning project template architecture.
打码
Standard federated learning implementations in FedLab and FL benchmarks.
This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer
A fast and lightweight AutoML library.
First GitHub Project
Leaf: A Benchmark for Federated Settings
Python bindings for MPI
Federated Learning on Non-IID Data Silos: An Experimental Study
A hyperparameter optimization framework
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
Rainbow: Combining Improvements in Deep Reinforcement Learning
bucket and minicon service composition
A Spark cluster scheduler configuration optimizer based on Rainbow and driven by deep reinforcement learning.
Tutorial for learning TDD. You make a Tetris game by writing code to pass the test cases. See README for instructions.