posted by organizer: arijitukil || 4070 views || tracked by 4 users: [display]

WS1-ICASSP 2024 : Deep Neural Network Model Compression, IEEE ICASSP 2024

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/view/icassp2024-dnnmc/home
 
When Apr 14, 2024 - Apr 19, 2024
Where Seoul, Korea
Submission Deadline Dec 15, 2023
Categories    deep learning   signal processing   embedded   pruning
 

Call For Papers

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

Related Resources

NeurIPS 2026   The Fortieth Annual Conference on Neural Information Processing Systems
Ei/Scopus-CMLDS 2026   2026 3rd International Conference on Computing, Machine Learning and Data Science (CMLDS 2026)
CCCN 2026   ACM--2026 The 4th International Conference on Cloud Computing and Computer Network (CCCN 2026)
CDKP 2026   15th International Conference on Data Mining & Knowledge Management Process
ECCS 2026   IEEE--2026 the 6th European Conference on Communication Systems (ECCS 2026)
MSE 2026   10th International Conference on Materials Science and Engineering
MLUS 2026   2026 International Conference on Machine Learning and Unmanned Systems
ICDM 2026   The 26th IEEE International Conference on Data Mining
VEIC 2026   2026 International Conference on Vehicle Engineering and Intelligent Control
AIAPP 2026   13th International Conference on Artificial Intelligence and Applications