idyllic990920's starred repositories
classifier-balancing
This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020
paper_response_to_reviewers
The template of LaTeX files for the response to the reviewers
EasyTemporalPointProcess
EasyTPP: Towards Open Benchmarking Temporal Point Processes
GCN-PyTorch
Graph Convolution Network for PyTorch
Data-Free-Adversarial-Distillation
Code and pretrained models for paper: Data-Free Adversarial Distillation
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
2018-IJCAI-top3
This 2018 IJCAI alimama Top3 Code
Federated-Learning-PyTorch
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided
HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
ZeroShotKnowledgeTransfer
Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"
Efficient-Computing
Efficient computing methods developed by Huawei Noah's Ark Lab
Awesome-Data-Free-Knowledge-Distillation
Data-Free Knowledge Distillation