CDFKD-MFS

PyTorch implementation of the paper: CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing.

Stars

4

Forks

0

Language

Python

Last Updated

Aug 11, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 3 ICME 2021: Model Compression via Collaborative Data-Free Knowledge Distillation for Edge Intelligence (CDFKD) Nov 24, 2022
Python 2 Paper: Vertical Federated Knowledge Transfer via Representation Distillation Apr 17, 2023
Python 8 The official implementation for paper: Improving Knowledge Distillation via Regularizing Feature Norm and Direction Jul 13, 2023
None 2 Minifying Photometric Stereo via Knowledge Distillation-Based Feature Translation Mar 05, 2023
Python 6 PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and … May 05, 2023
Python 2 Knowledge Distillation Papers in Pytorch Apr 13, 2022
Python 526 Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization May 21, 2023
Python 2 Knowledge Distillation Extension Library for PyTorch May 05, 2022
Python 16 Knowledge Distillation Algorithms implemented with PyTorch Feb 05, 2023
Python 43 PyTorch implementation of paper "Dataset Distillation via Factorization" in NeurIPS 2022. Mar 28, 2023
Jupyter Notebook 44 Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021. Jul 09, 2022
Python 8 Code for The Web Conference 2022 Paper "Collaborative Knowledge Distillation for Heterogeneous Information Network Embedding" Feb 07, 2023
Python 4 Distillation Knowledge for training Multi-exit Model May 04, 2022
None 4 FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation Dec 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 Implementation of the paper Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation(WSDM22) Apr 17, 2022
Python 119 A knowledge distillation toolkit based on PyTorch and PyTorch Lightning. Apr 18, 2023
Python 67 PyTorch code for ECCV 2020 paper: "Robust Re-Identification by Multiple Views Knowledge Distillation" Mar 17, 2023
Python 11 This is the official PyTorch implementation for the paper: "Directed Acyclic Graph Factorization Machines for … Apr 19, 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 Official implementation of the paper "Enhancing Low Resolution Face Recognition with Feature Similarity Knowledge Distillation"" Apr 30, 2023
Python 55 Knowledge Distillation for Multi-task Learning (ECCV20 Workshops) Apr 24, 2023
C++ 58 Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018) Jul 09, 2022
Python 7 Automatic Diabetic Retinopathy Grading via self-knowledge distillation Oct 24, 2022
Python 100 The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API Apr 22, 2023
Python 97 Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized … May 15, 2023
Python 70 Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021) Aug 10, 2022
Python 12 [IROS2021] Human-Inspired Multi-Agent Navigation using Knowledge Distillation Apr 15, 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 13 Code for ECCV2022 paper 'KD-MVS: Knowledge Distillation Based Self-supervised Learning for Multi-view Stereo' Aug 05, 2022
Python 70 [ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling May 17, 2023
Python 413 A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge … Aug 30, 2022
Python 176 [CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch) Jul 19, 2022
Python 1227 A PyTorch-based knowledge distillation toolkit for natural language processing Sep 12, 2022
Python 3 A PyTorch-based knowledge distillation toolkit for natural language processing Apr 12, 2022
Python 177 pytorch implementation for Patient Knowledge Distillation for BERT Model Compression Sep 05, 2022
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
Jupyter Notebook 176 Official pytorch implementation of paper "Dual-Level Collaborative Transformer for Image Captioning" (AAAI 2021). May 15, 2023
Python 2 CoReD Continual Learning with feature-based representation learning and knowledge distillation Jun 01, 2023
Python 29 [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation Aug 24, 2022
Python 44 [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation Aug 24, 2022
CSS 2 Free service for technical knowledge sharing - Technology Blog Sharing Website Mar 17, 2023
Python 3 IEEE Transactions on Multimedia: Full-scene Defocus Blur Detection with DeFBD+ via Multi-Level Distillation Learning Nov 19, 2023
Python 30 PyTorch code for ICIP 2022 paper "A Unified Framework for Masked and Mask-Free Face Recognition … Feb 07, 2023
Python 5 Pytorch implement of Zero-shot Knowledge Distillation in Deep Neural Networks Apr 07, 2022
Python 76 [AAAI 2023] Official pytorch implementation for "Curriculum Temperature for Knowledge Distillation" May 18, 2023