lhyfst / knowledge-distillation-papers
knowledge distillation papers
☆741Updated last year
Related projects ⓘ
Alternatives and complementary repositories for knowledge-distillation-papers
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,489Updated last year
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆580Updated last year
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,610Updated 2 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,859Updated last year
- ☆660Updated 3 years ago
- Awesome Knowledge Distillation☆3,466Updated 3 weeks ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆394Updated 3 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆927Updated 2 months ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,508Updated 4 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,190Updated last year
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆945Updated 3 years ago
- A curated list of long-tailed recognition resources.☆583Updated last year
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆415Updated 4 years ago
- A curated list of neural network pruning resources.☆2,356Updated 7 months ago
- Papers for deep neural network compression and acceleration☆394Updated 3 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆662Updated last year
- A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quan…☆606Updated last year
- Some tricks of pytorch...☆1,156Updated 4 months ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆714Updated 5 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆256Updated 5 years ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆880Updated 4 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆806Updated last year
- Automated deep learning algorithms implemented in PyTorch.☆1,570Updated 2 years ago
- Awesome machine learning model compression research papers, quantization, tools, and learning material.☆486Updated last month
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆845Updated 3 years ago
- Network Slimming (Pytorch) (ICCV 2017)☆910Updated 4 years ago
- My best practice of training large dataset using PyTorch.☆1,087Updated 6 months ago
- Summary, Code for Deep Neural Network Quantization☆530Updated 3 weeks ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆910Updated last year
- ☆195Updated 3 months ago