posted by organizer: arijitukil || 3345 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

EI/Scopus-SPNNA 2025   2025 2nd International Conference on Signal Processing and Neural Network Applications -EI/Scopus
Ei/Scopus-CCNML 2025   2025 5th International Conference on Communications, Networking and Machine Learning (CCNML 2025)
AMLDS 2026   IEEE--2026 2nd International Conference on Advanced Machine Learning and Data Science
SP-NSAICD 2026   [ESANN2026] Special Session - Neuro Symbolic AI and Complex Data
AAIML 2026   IEEE--2026 International Conference on Advances in Artificial Intelligence and Machine Learning
SLLM 2025   SLLM- Buck The Trend: Make LLMs Specific and Reduce the Cost of Intelligence
EI/Scopus-BDNNDL 2025   2025 2nd Symposium on Big Data, Neural Networks, and Deep Learning-EI/Scopus
Ei/Scopus-MLBDM 2025   2025 5th International Conference on Machine Learning and Big Data Management (MLBDM 2025)
CHENG 2025   2nd International Conference on Advances in Chemistry & Chemical Engineering
CSTFM 2025   2025 International Conference on Smart Transportation and Future Mobility (CSTFM 2025)