pFedSD

The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".

Stars

22

Forks

2

Language

Python

Last Updated

Apr 27, 2024

Similar Repos
Repo Language Stars Description Updated At
Python 2 Paper: Vertical Federated Knowledge Transfer via Representation Distillation Apr 17, 2023
Python 3 ICME 2021: Model Compression via Collaborative Data-Free Knowledge Distillation for Edge Intelligence (CDFKD) Nov 24, 2022
Python 7 Automatic Diabetic Retinopathy Grading via self-knowledge distillation Oct 24, 2022
Python 526 Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization May 21, 2023
Python 207 [ECCV2020] Knowledge Distillation Meets Self-Supervision May 05, 2023
Python 3 FedD3: Federated Learning via Decentralized Dataset Distillation May 15, 2023
Python 12 Official implementation of "Boosting Light-Weight Depth Estimation Via Knowledge Distillation" May 24, 2022
Python 44 A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation" Jul 20, 2022
Python 8 The official implementation for paper: Improving Knowledge Distillation via Regularizing Feature Norm and Direction Jul 13, 2023
Python 3 Distill on the Go: Online knowledge distillation in self-supervised learning Apr 08, 2022
Python 23 Official Implementation of the detection self-distillation framework LGD. Jul 29, 2022
None 2 Minifying Photometric Stereo via Knowledge Distillation-Based Feature Translation Mar 05, 2023
None 2 A PyTorch Implementation of Knowledge Distillation on SSD Nov 08, 2020
Python 1266 Pytorch implementation of various Knowledge Distillation (KD) methods. May 11, 2023
Python 2 Pytorch Implementation of Relational Knowledge Distillation, CVPR 2019 Feb 28, 2022
Python 3 A PyTorch Implementation of Knowledge Distillation on SSD Mar 27, 2023
Python 3 PyTorch implementation of the paper: CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing. Mar 25, 2023
Python 3 Official implementation of Self-Distillation for Gaussian Processes Apr 23, 2023
Python 2 Official implementation of the paper "MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation" May 03, 2023
Python 14 PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other … Apr 15, 2023
Python 29 PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning May 12, 2023
Python 70 Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021) Aug 10, 2022
Python 18 Codes for NAACL 2021 paper 'Noisy Self-Knowledge Distillation for Text Summarization' Apr 10, 2022
Python 361 The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 Aug 10, 2022
Python 6 This is the official implementation of Periodic Intra-Ensemble Knowledge Distillation (PIEKD). Jan 08, 2022
Python 11 This is the official PyTorch implementation for the paper: "Directed Acyclic Graph Factorization Machines for … Apr 19, 2023
Jupyter Notebook 5 Repository for "Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation" (Angarano et al., 2022). May 02, 2023
None 15 Official implementation of paper "Knowledge Distillation from A Stronger Teacher" Jul 15, 2022
Python 177 pytorch implementation for Patient Knowledge Distillation for BERT Model Compression Sep 05, 2022
Python 5 Implementation of Self-Attentive Knowledge Tracing Mar 12, 2021
Python 21 PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach). Jul 03, 2022
Python 97 Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized … May 15, 2023
Python 9 This is the repository for implementation of 'Knowledge Distillation for Multi-task Learning' Jan 06, 2023
Python 16 Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - … Apr 27, 2023
Python 100 The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API Apr 22, 2023
Python 76 [AAAI 2023] Official pytorch implementation for "Curriculum Temperature for Knowledge Distillation" May 18, 2023
Python 26 Implementation of the paper "It's All in the Head: Representation Knowledge Distillation through Classifier Sharing" Jan 20, 2023
Python 8 Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22) Apr 17, 2022
Python 24 The implementation of AAAI 2021 Paper: "Progressive Network Grafting for Few-Shot Knowledge Distillation". Aug 19, 2022
Python 2 Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019) Feb 28, 2022
Python 413 A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge … Aug 30, 2022
Python 22 [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing Jun 01, 2023
Python 74 Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!) Jun 25, 2022
Python 3 Code release for SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification Jul 27, 2022
Python 4 Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use … Mar 12, 2023
Python 6 Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use … May 03, 2023
Python 8 KDSS is the framework for knowledge distillation from LLMs Oct 25, 2023
Jupyter Notebook 64 TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237. Sep 16, 2022
Python 3 Official implementation of the paper "Enhancing Low Resolution Face Recognition with Feature Similarity Knowledge Distillation"" Apr 30, 2023
C++ 58 Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018) Jul 09, 2022