FCIL

A curated list of references for MLOps

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

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

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Master Federated Learning in 2 Hours—Run It on Your PC!

collection of diffusion model papers categorized by their subareas

An easy-to-use federated learning platform