conftrace_

federated learning

1320 papers

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Also known as

FL

Co-occurring keywords

distributed learning (563) communication efficiency (297) model aggregation (156) differential privacy (1010) knowledge distillation (3680) data heterogeneity (112) non-iid datum (109) privacy preservation (376) model compression (3283) distributed optimization (275)

Papers

Bayesian Federated Neural Matching That Completes Full Information AAAI 2023

Fair yet Asymptotically Equal Collaborative Learning ICML 2023

Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023

FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation CVPR 2023

FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning CVPR 2023

GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023

Bias-Eliminating Augmentation Learning for Debiased Federated Learning CVPR 2023

Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack CVPR 2023

Federated Learning With Data-Agnostic Distribution Fusion CVPR 2023

Decentralized Learning With Multi-Headed Distillation CVPR 2023

XTab: Cross-table Pretraining for Tabular Transformers ICML 2023

Federated Conformal Predictors for Distributed Uncertainty Quantification ICML 2023

No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation ICML 2023

Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning ICML 2023

CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks ICML 2023

Efficient Personalized Federated Learning via Sparse Model-Adaptation ICML 2023

Flash: Concept Drift Adaptation in Federated Learning ICML 2023

Federated Learning for Commercial Image Sources WACV 2023

Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization ICCV 2023

FedPD: Federated Open Set Recognition with Parameter Disentanglement ICCV 2023

Towards Instance-adaptive Inference for Federated Learning ICCV 2023

Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence ICCV 2023

ProtoFL: Unsupervised Federated Learning via Prototypical Distillation ICCV 2023

MAS: Towards Resource-Efficient Federated Multiple-Task Learning ICCV 2023

When Do Curricula Work in Federated Learning? ICCV 2023