Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.
☆16Aug 18, 2023Updated 2 years ago
Alternatives and similar repositories for FeS
Users that are interested in FeS are comparing it to the libraries listed below
Sorting:
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Aug 18, 2023Updated 2 years ago
- ☆36May 28, 2024Updated last year
- Official codes for FNBench: Benchmarking Robust Federated Learning against Noisy Labels☆18Feb 24, 2026Updated 3 weeks ago
- LLMs in a tiny box, under 3 Watt☆18Dec 30, 2024Updated last year
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆19Aug 4, 2022Updated 3 years ago
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆50Feb 21, 2024Updated 2 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated last year
- A fun OS course☆19Dec 28, 2020Updated 5 years ago
- ☆212Jan 17, 2024Updated 2 years ago
- [Deep Unlearning-PyTorch] Class Forgetting as in paper "Deep Unlearning: Fast and Efficient Training-free Approach to Controlled Forgetti…☆15Jul 26, 2024Updated last year
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- ☆10Aug 19, 2023Updated 2 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 2 years ago
- Code for 'Joint Optimization Framework for Learning with Noisy Labels'☆39Aug 26, 2018Updated 7 years ago
- ☆13May 11, 2023Updated 2 years ago
- Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"☆21Oct 26, 2023Updated 2 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆15Jun 28, 2024Updated last year
- ☆13Jan 16, 2025Updated last year
- This is official code for ASFL.☆21Mar 3, 2025Updated last year
- ☆19Feb 28, 2022Updated 4 years ago
- This is the official repository of L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representat…☆12May 20, 2024Updated last year
- ☆102Jan 17, 2024Updated 2 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- ☆104Oct 2, 2024Updated last year
- ☆17Oct 12, 2023Updated 2 years ago
- A demo of end-to-end federated learning system.☆69Jun 1, 2022Updated 3 years ago
- Trustworthy Speech Emotion Recognition☆13May 22, 2023Updated 2 years ago
- vertical federated learning paper lists☆77Jan 5, 2021Updated 5 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆64Dec 27, 2024Updated last year
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆17Aug 15, 2023Updated 2 years ago
- Calculating FLOPs of Pre-trained Models in NLP☆18Mar 29, 2021Updated 4 years ago
- ☆17Aug 5, 2024Updated last year
- Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022☆13May 9, 2022Updated 3 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆134Oct 27, 2021Updated 4 years ago
- Source code of FedPrompt☆16May 4, 2022Updated 3 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- Source code for MICCAI 2023 paper entitled: 'FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling'☆20Sep 25, 2023Updated 2 years ago