2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]

A Tensorflow implementation of the paper arXiv:1604.03539

This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.

Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

[ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)

Simplified Implementation of FedPAC

This repo implements FedU, a multitask learning framework for federated learning

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such…

Codes for the AAAI 2023 paper (Oral) "Efficient Mirror Detection via Multi-level Heterogeneous Learning" https://arxiv.org/pdf/2211.15644v1.pdf

COPY of The official GitHub page for the survey paper "A Survey of Large Language Models".

MNISQ circuit dataset for machine learning and quantum machine learning

The PennyLane-Qiskit plugin integrates the Qiskit quantum computing framework and IBM Q with PennyLane.

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

Aer is a high performance simulator for quantum circuits that includes noise models

Qiskit Provider for accessing the quantum devices and simulators at IBM Quantum.

Quantum Machine Learning

A collection of Jupyter notebooks showing how to use the Qiskit SDK

An example of a variational quantum classifier implemented with qiskit using only elementary gates.