knowledge-distillation topic

Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)

clovaai

Official pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

ilovepose

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/I...

megvii-research

Pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

yuanyuanli85

Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)

sseung0703

Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)

HikariTJU

Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf

imirzadeh

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

yzd-v

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

HoyTta0

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)

bhheo