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active-negative-loss

awesome-federated-learning-on-graph-and-tabular-data

Federated learning on graph and tabular data related papers, frameworks, and datasets.

bioinformatics

cafa_assessment_tool

Precision-Recall based assessment for CAFA

cifar-10-100n

Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

composite-adv

[CVPR23] "Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations" by Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho.

context-aware_crowd_counting-pytorch

The implementation of Context-Aware Crowd Counting(CVPR2019)

creditcard-default

fed_private-linear-compression

Private-Linear-Compression from Google research projects related to Federated Learning and Federated Analytics.

fedalign

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

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

fedkd

Codes for Communication-efficient federated learning via knowledge distillation

fedlsr

Official codes for CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization

fedmix

fednoisy

Benchmark for federated noisy label learning

fedproto

[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients

fedsam

Improving Generalization in Federated Learning by Seeking Flat Minima

fedx

gopredsim

gsp

hello-world

ml-dl

mobilesam

This is the offiicial code for Faster Segment Anything (MobileSAM) project that makes SAM lightweight

moon

Model-Contrastive Federated Learning (CVPR 2021)

pytorch-deep-learning

Deep Learning (with PyTorch)

regsp

A visualized application for homology-based gene searching and plotting using multiple reference sequences

robust_fl

scaffold-pytorch

Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

seqvec

Modelling the Language of Life - Deep Learning Protein Sequences