Deep Neural Network Model Compression, IEEE ICASSP 2024

Event Dates

Apr 14, 2024 - Apr 19, 2024

Location

Seoul, Korea

Submission Deadline

Dec 15, 2023

https://2024.ieeeicassp.org/satellite-workshops/

https://cmsworkshops.com/ICASSP2024/workshops.php?noheader#tut1

Formatting guidelines- https://cmsworkshops.com/ICASSP2024/papers/paper_kit.php

Submission link- https://cmsworkshops.com/ICASSP2024/Papers/Submission.asp?Type=WS&ID=1

Please note that the accepted papers will be IEEE Xplore indexed.

Call For Papers are not limited to the following topics:

Data compression (e.g., images, video, audio) with machine learning

Deep Model compression

Signal processing approaches for efficient learning model construction

Quantization, Low-rank factorization, entropy coding, and stochastic coding

Knowledge distillation

Lottery Ticket Hypothesis

Neural Architecture Search

Fundamental performance bounds/limits of learned compression

Signal processing and information theoretic models

Computationally-efficient models/methods

Learning efficient deep neural networks under memory and compute constraints for on-device applications

On-device learning

Edge analytics using efficient models for deploying industrial applications

Sustainable AI

Submission link: https://cmsworkshops.com/ICASSP2024/Papers/Submission.asp?Type=WS&ID=1

Workshop date: April 15, 2024