ubc-tea / DESAView external linksLinks
The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors" accepted at ICML 2024
☆14Jun 14, 2024Updated last year
Alternatives and similar repositories for DESA
Users that are interested in DESA are comparing it to the libraries listed below
Sorting:
- Produce results of federated algorithms on various benchmarks☆16Oct 11, 2024Updated last year
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Oct 10, 2023Updated 2 years ago
- Code Implementation and Informations about FedAS☆33Feb 4, 2025Updated last year
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 2 years ago
- ☆19Apr 15, 2024Updated last year
- FastTrack4LLM 是一个为大模型学习者准备的大模型学习与实践框架,帮助他们轻松掌握大模型的核心原理与训练流程,让每个人都能真正理解大模型的内部机制。本项目不仅完整复现了 LLaMA、Qwen、DeepSeek 等主流开源大模 型架构,还覆盖了大模型的全生命周期:To…☆23Nov 6, 2025Updated 3 months ago
- ☆18Nov 1, 2025Updated 3 months ago
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- Split ELAN Annotation Files and corresponding speech files into a corpus format for common ASR and Forced Aligners☆11Oct 15, 2018Updated 7 years ago
- CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization☆13Aug 3, 2024Updated last year
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 2 years ago
- Creative Idea; Semantic Communcation; SwinJSCC; not but not want publish☆18Aug 7, 2025Updated 6 months ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated last year
- Experiments codes for WSDM '24 paper "MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems"☆11May 31, 2024Updated last year
- Fine Tuning Stable Diffusion on Chinese Landscape Painting Generation(基于扩散模型的中国山水画生成)☆10Apr 10, 2023Updated 2 years ago
- CVPR(Highlight) Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks☆18Jul 22, 2025Updated 6 months ago
- Secure and Scalable Federated Learning using Serverless Computing☆12Jan 31, 2024Updated 2 years ago
- VHDL Implementation☆13Oct 9, 2014Updated 11 years ago
- IPO: Interpretable Prompt Optimization for Vision-Language Models(NeurIPS 2024)☆15Mar 4, 2025Updated 11 months ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 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
- ☆14Oct 12, 2024Updated last year
- A geometry engine interface for 'grid' grobs☆12Aug 30, 2024Updated last year
- Official implementation of DapperFL.☆13Oct 29, 2024Updated last year
- ☆13Oct 29, 2022Updated 3 years ago
- ☆18Jul 6, 2023Updated 2 years ago
- ☆15Dec 30, 2025Updated last month
- The official implementation of "Federated Learning with Label-Masking Distillation"☆11Oct 28, 2023Updated 2 years ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- [CVPR2023] Practical Network Acceleration with Tiny Sets☆14Jul 28, 2023Updated 2 years ago
- ☆55Feb 23, 2024Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆128Dec 20, 2024Updated last year
- Code for Adaptive Deep Neural Network Inference Optimization with EENet☆12Mar 28, 2024Updated last year
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆19Feb 19, 2025Updated 11 months ago
- ☆23Aug 4, 2025Updated 6 months ago
- ☆12Dec 26, 2024Updated last year
- Code for Analyzing Redundancy in Pretrained Transformer Models accepted at EMNLP 2020☆14Oct 6, 2020Updated 5 years ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆14Dec 4, 2023Updated 2 years ago
- ☆18Feb 8, 2024Updated 2 years ago