Noirebao's repositories
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
CreamFL
[ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
fedavg.pytorch
A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
FedProto
[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
lshort-zh-cn
A Chinese edition of the Not So Short Introduction to LaTeX2ε
MOON
Model-Contrastive Federated Learning (CVPR 2021)
unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities