posted by organizer: arijitukil || 4410 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

IJITMC 2026   The International Journal of Information Technology, Modeling and Computing
Ei/Scopus-AI2A 2026   2026 IEEE 6th International Conference on Artificial Intelligence, Automation and Algorithms (AI2A 2026)
SRSE 2026   IEEE--2026 The 8th International Conference on System Reliability and Safety Engineering (SRSE 2026)
Ei/Scopus-ACEPE 2026   2026 3rd IEEE Asia Conference on Advances in Electrical and Power Engineering (ACEPE 2026)
IEEE ICSRS 2026   IEEE--2026 The 10th International Conference on System Reliability and Safety (ICSRS 2026)
AAIML 2027   IEEE--2027 2nd International Conference on Advances in Artificial Intelligence and Machine Learning
VCOI 2026   4th International Conference on Vision and Computational Intelligence
IJGTT 2026   International Journal of Game Theory and Technology
IEEE-MLNLP 2026   2026 IEEE 9th International Conference on Machine Learning and Natural Language Processing (MLNLP 2026)
NLMLT 2026   5th International Conference on NLP and Machine Learning Trends