ricsamikwa / RES-ThingsView external linksLinks
Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems
☆14Jul 23, 2023Updated 2 years ago
Alternatives and similar repositories for RES-Things
Users that are interested in RES-Things are comparing it to the libraries listed below
Sorting:
- ☆23Nov 22, 2024Updated last year
- ☆13Jan 16, 2025Updated last year
- Experimental deep learning framework written in Rust☆15Nov 2, 2022Updated 3 years ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆27Mar 7, 2024Updated last year
- Adaptive Offloading of Federated Learning on IoT Devices☆75Nov 18, 2022Updated 3 years ago
- Bayesian Federated Learning in Parallel☆10Dec 1, 2022Updated 3 years ago
- Code for ScaleFL☆33Dec 11, 2025Updated 2 months ago
- DNN partition edge-cloud co-infer☆12Jun 11, 2023Updated 2 years ago
- Investigating Split Learning and Federate Learning☆87May 25, 2020Updated 5 years ago
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆13Mar 13, 2020Updated 5 years ago
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- [ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation☆10Jul 26, 2019Updated 6 years ago
- Releasing the source code Version1.☆179Sep 16, 2021Updated 4 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Apr 12, 2023Updated 2 years ago
- Yelp Restaurant Photo Classification - Kaggle competition☆12Apr 19, 2019Updated 6 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆11Sep 23, 2025Updated 4 months ago
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆12Jul 20, 2023Updated 2 years ago
- GPU Task Scheduler (Python library)☆43Feb 21, 2021Updated 4 years ago
- tensorflow2.0 capsule network text classification☆13Jan 6, 2020Updated 6 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Jul 13, 2024Updated last year
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 2 years ago
- RF^2 is a federated recommendation learning simulation framework that can simulate realistic system-induced data heterogeneity and its ef…☆13Aug 2, 2022Updated 3 years ago
- ☆16Jan 7, 2025Updated last year
- Codes and Data for the paper: Klautau, A., Oliveira, A., Pamplona, I. & Alves, W.. Generating MIMO Channels For 6G Virtual Worlds Using R…☆16Jun 10, 2021Updated 4 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
- ☆13Jan 14, 2020Updated 6 years ago
- Shared library for intercepting CUDA Runtime API calls. This was part of my Bachelor thesis: A Study on the Computational Exploitation of…☆14Jun 6, 2024Updated last year
- Implementation for NIPS2023: A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning☆15Apr 25, 2024Updated last year
- RGB-D detection pipeline with object proposals by EdgeBoxes and object classification by Multimodal CNN☆14Jan 27, 2018Updated 8 years ago
- Framework that supports pipeline federated split learning with multiple hops.☆16Oct 15, 2025Updated 3 months ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Dec 16, 2023Updated 2 years ago
- Multi-modal classifications of digits with image and audio modality. One shot learning with Siamese network is used to predict if the giv…☆15Mar 25, 2023Updated 2 years ago
- Bayesian Massive MIMO Channel Estimation with Parameter Estimation using Low-Resolution ADCs☆14May 23, 2022Updated 3 years ago
- ☆13Oct 21, 2020Updated 5 years ago
- Research into model inversion on SplitNN☆18Feb 20, 2024Updated last year