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abc

pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning

adaptive

Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning

adaptiveattention

Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning

async-lp-sgd

Asynchronous Adam (and more!)

asynchronous-federated-learning

This is the repository for the work "An asynchronous aggregation mechanism with normalized temporal and informative weights and optimized interaction patterns"

asynchronous-federated-learning-1

Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)

attacks-and-defenses-in-federated-learning

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

audioset_classification

awesome-federated-machine-learning

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

awesome-knowledge-distillation

Awesome Knowledge Distillation

cores

Learning with Instance-Dependent Label Noise: A Sample Sieve Approach (ICLR2021)

cprec

A Generic Network Compression Framework for Sequential Recommender Systems

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

dcase2018_task1

dcase2018task2

Team NUDT code for DCASE2018Task2.

deep-gradient-compression

[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

fast-rcnn

Fast R-CNN

fco-icml21

Code repository is for "Federated Composite Optimization", to appear in ICML 2021

fedcon-pytorch

A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.

feddc

An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"

feddyn

federated-learning-an-agnostic-approach-to-federated-learning-with-class-imbalance

fedmatch

This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning

fednova

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

fedrec

fedrecpapers

A project for collecting and showing the current research progress of FedRec