posted by organizer: arijitukil || 2755 views || tracked by 5 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

AMLDS 2025   IEEE--2025 International Conference on Advanced Machine Learning and Data Science
NeurIPS 2025   Annual Conference on Neural Information Processing Systems
ICDM 2025   The 25th IEEE International Conference on Data Mining
VLSIA 2025   11th International Conference on VLSI and Applications
SLLM 2025   SLLM- Buck The Trend: Make LLMs Specific and Reduce the Cost of Intelligence
IEEE- CCRIS 2025   2025 IEEE 6th International Conference on Control, Robotics and Intelligent System (CCRIS 2025)
AI4Science 2025   2nd Summer School on Advancing Scientific Discovery with AI
CVAI 2026   2026 International Symposium on Computer Vision and Artificial Intelligence (CVAI 2026)
Ei/Scopus-CCISS 2025   2025 2nd International Conference on Computing, Information Science and System (CCISS 2025)
ICASSP 2025   2025 IEEE International Conference on Acoustics, Speech, and Signal Processing