model-compression topic

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (pape...

htqin

[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”

VITA-Group

[ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang

VITA-Group

Deep Learning for Computer Vision (CommE 5052) in NTU

thtang

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

cliang1453

[KDD'22] Learned Token Pruning for Transformers

kssteven418

[ICASSP'22] Integer-only Zero-shot Quantization for Efficient Speech Recognition

kssteven418

Lightweight knowledge distillation pipeline

esceptico

OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

tianyic

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

hnuzhy