This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging".
☆22Dec 9, 2023Updated 2 years ago
Alternatives and similar repositories for SplitAVG
Users that are interested in SplitAVG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simple Python Socket-based Split Learning technique using PyTorch☆13Mar 13, 2020Updated 6 years ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 2 years ago
- ☆48Jun 2, 2022Updated 3 years ago
- DNN_Partition辅助工具，用于对pytorch模型进行简单的性能分析以及支持模型切分☆14May 31, 2021Updated 4 years ago
- This repository includes the official project of L2B, from our paper "Learning to Bootstrap for Combating Label Noise".☆33Mar 16, 2025Updated last year
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Paral…☆17Oct 24, 2017Updated 8 years ago
- Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021☆10Sep 12, 2021Updated 4 years ago
- Based on Conference Paper: Cooperative task offloading and path planning for industrial robotic using spectral and energy efficient feder…☆13May 5, 2023Updated 2 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆23Nov 17, 2022Updated 3 years ago
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 2 years ago
- ☆24Dec 4, 2023Updated 2 years ago
- ☆14Oct 12, 2024Updated last year
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- ☆13Jul 1, 2024Updated last year
- Official Code for Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning☆16Jul 24, 2025Updated 7 months ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- A Random Matrix Approach to Extreme Learning Machine☆16Feb 23, 2018Updated 8 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 4 years ago
- ☆11Nov 13, 2022Updated 3 years ago
- ☆15Sep 15, 2021Updated 4 years ago
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- ☆13Jan 16, 2025Updated last year
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Aug 19, 2021Updated 4 years ago
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆31Mar 11, 2026Updated last week
- ☆117Feb 27, 2023Updated 3 years ago
- HyperFL [AAAI 2025] & HyperFL++.☆21Jul 3, 2025Updated 8 months ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆245Jul 25, 2024Updated last year
- [ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation☆10Jul 26, 2019Updated 6 years ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- part code of paper entitled "battery-constrained federated edge learning in uav-enabled iot for b5g/6g networks"☆27Aug 2, 2021Updated 4 years ago
- GENOT: Generative Neural Optimal Transport☆15Dec 18, 2024Updated last year
- Learning to Reconstruct CT Images from the VVBP-Tensor☆15Jun 12, 2021Updated 4 years ago
- Implementation of Bayesian Gradient Descent☆37Oct 3, 2023Updated 2 years ago
- Code of our ASISR paper☆16Mar 12, 2026Updated last week
- [TMLR'24] This repository includes the official implementation our paper "FedConv: Enhancing Convolutional Neural Networks for Handling D…☆25Apr 30, 2024Updated last year
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- ☆12Dec 23, 2022Updated 3 years ago