model-compression topic

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

deep-fry

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

LiyuanLucasLiu

Awesome machine learning model compression research papers, tools, and learning material.

cedrickchee

Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020) and “Manifold Regularized Dynamic Netwo...

yehuitang

(CVPR 2021, Oral) Dynamic Slimmable Network

changlin31

Deep Face Model Compression

liuziwei7

[ICML'21 Oral] I-BERT: Integer-only BERT Quantization

kssteven418

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

Yolov5 distillation training | Yolov5知识蒸馏训练，支持训练自己的数据

Sharpiless

[ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408

princeton-nlp