Official PyTorch implementation of DENSE (NeurIPS 2022)
☆33Dec 11, 2022Updated 3 years ago
Alternatives and similar repositories for DENSE
Users that are interested in DENSE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆18Oct 2, 2023Updated 2 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Nov 2, 2023Updated 2 years ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 2 years ago
- The implementation of FedCADO (Classifier-Assisted Diffusion for One-shot Federated learning method)☆13Sep 10, 2025Updated 9 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆20Feb 19, 2025Updated last year
- ☆10Nov 21, 2023Updated 2 years ago
- The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Syn…☆30Oct 27, 2023Updated 2 years ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11May 6, 2026Updated last month
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆52Apr 30, 2024Updated 2 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 2 years ago
- ☆21Apr 27, 2024Updated 2 years ago
- ☆56Feb 23, 2024Updated 2 years ago
- Implementation of FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning☆20Jan 4, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆12Dec 17, 2024Updated last year
- ☆11Dec 4, 2025Updated 6 months ago
- For NUS PhD Students and Staffs, just one click to open the research papers on Google Scholar/IEEE/ACM, etc. with this script.☆26Jul 11, 2024Updated last year
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆20Mar 11, 2025Updated last year
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 3 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆17Dec 2, 2023Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- ☆28Jun 12, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code and data accompanying the FedGen paper☆263Oct 31, 2024Updated last year
- ☆13Jan 12, 2024Updated 2 years ago
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 5 years ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆116Oct 18, 2023Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆72Dec 27, 2024Updated last year
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Dec 24, 2023Updated 2 years ago
- Training-free data valuation on deep neural network applications. (ICML-2022)☆27Jul 13, 2022Updated 3 years ago
- ☆74Oct 30, 2020Updated 5 years ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆19Oct 21, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Data-Free Knowledge Distillation☆23May 30, 2022Updated 4 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆66Aug 28, 2023Updated 2 years ago
- ☆22Apr 30, 2022Updated 4 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Oct 10, 2023Updated 2 years ago
- ☆74Dec 8, 2025Updated 6 months ago
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆32Mar 22, 2024Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆80Jul 31, 2024Updated last year