VFedTrans

Paper: Vertical Federated Knowledge Transfer via Representation Distillation

Stars

10

Forks

0

Language

Python

Last Updated

Feb 15, 2024

Similar Repos
Repo Language Stars Description Updated At
Python 6 The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation". Apr 24, 2023
None 55 vertical federated learning paper lists Jul 20, 2022
Python 3 Knowledge Distillation By Sparse Representation Matching Feb 08, 2023
Python 526 Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization May 21, 2023
Python 3 FedD3: Federated Learning via Decentralized Dataset Distillation May 15, 2023
Python 2 Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019) Feb 28, 2022
Python 14 Resources and code for paper "Multiplingual Knowledge Graph Completion via Ensemble Knowledge Transfer" Jan 07, 2023
Python 1589 [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods Oct 20, 2022
Python 26 Implementation of the paper "It's All in the Head: Representation Knowledge Distillation through Classifier Sharing" Jan 20, 2023
Python 8 The official implementation for paper: Improving Knowledge Distillation via Regularizing Feature Norm and Direction Jul 13, 2023
Python 5 [INTERSPEECH 2023] Knowledge Transfer from Pre-trained Language Models to Cif-based Recognizers via Hierarchical Distillation May 28, 2023
Python 2 PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Apr 26, 2023
Python 7 Automatic Diabetic Retinopathy Grading via self-knowledge distillation Oct 24, 2022
Python 15 The official project website of "NORM: Knowledge Distillation via N-to-One Representation Matching" (The paper of … Oct 25, 2023
Python 4 Knowledge Distillation Apr 03, 2022
Python 2 CoReD Continual Learning with feature-based representation learning and knowledge distillation Jun 01, 2023
None 2 Minifying Photometric Stereo via Knowledge Distillation-Based Feature Translation Mar 05, 2023
None 2841 Awesome Knowledge Distillation Aug 09, 2022
None 3 Awesome Knowledge Distillation Feb 28, 2022
None 2 Awesome Knowledge Distillation Oct 28, 2019
None 15 Official implementation of paper "Knowledge Distillation from A Stronger Teacher" Jul 15, 2022
None 9 some paper of Knowledge Distillation and Adversarial Training about NLP May 18, 2023
Python 129 Privacy Preserving Vertical Federated Learning Aug 15, 2022
Python 2 vertical federated learning for knn Jul 17, 2023
Python 14 drone perception, ground-to-aerial (GoA) distillation, perception knowledge transfer, UAV, UGV Apr 16, 2023
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 3 PyTorch implementation of the paper: CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing. Mar 25, 2023
Python 13 Official codes for paper "Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation" May 04, 2023
Jupyter Notebook 5 Dynamic Rectification Knowledge Distillation Jun 08, 2022
Python 24 Semi-supervised Knowledge Distillation Jun 27, 2022
Python 27 knowledge distillation on BERT Jul 21, 2022
Python 47 Knowledge Distillation from BERT May 18, 2022
Python 3 Knowledge Distillation Meta Framework Jan 06, 2022
Python 14 Switchable Online Knowledge Distillation May 31, 2023
Python 20 vertical federated learning demo with crypten Jun 25, 2022
Python 12 Official implementation of "Boosting Light-Weight Depth Estimation Via Knowledge Distillation" May 24, 2022
Python 59 Knowledge Base Embedding By Cooperative Knowledge Distillation Feb 25, 2023
Python 18 Codes for NAACL 2021 paper 'Noisy Self-Knowledge Distillation for Text Summarization' Apr 10, 2022
Python 28 Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation" Aug 13, 2022
Python 7 Knowledge Distillation as Semiparametric Inference Jun 10, 2022
Python 2 Knowledge Distillation Papers in Pytorch Apr 13, 2022
Python 3 Cloud-Native Architecture for Vertical Federated Learning Mar 30, 2023
Java 171 Federated Knowledge Extraction Framework Aug 12, 2022
Python 11 This is the official PyTorch implementation for the paper: "Directed Acyclic Graph Factorization Machines for … Apr 19, 2023
Python 43 PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022. Mar 28, 2023
Python 16 The official implementation of the paper "Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via … Apr 23, 2023
Jupyter Notebook 10 Offical Code for Paper "Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation" Jun 06, 2022
Jupyter Notebook 3 Official code for the paper "Domain Generalization for Crop Segmentation with Knowledge Distillation"" May 05, 2023
Python 22 [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing Jun 01, 2023