[Deadline extended to March 17] 'Learn to Compress' Workshop (ISIT2024 Satellite Workshop)
The goal of this workshop is to foster dialogue between researchers working on machine learning and information-theoretic aspects of data compression. We also welcome all recent works that have been published or have been undergoing review elsewhere.
Mar 3, 2024

The submission deadline for the 'Learn to Compress' @ISIT'24 workshop is now extended to March 17, 2024. For more detailed information, please visit our website and call for papers.

This workshop will act as a dynamic platform for fostering interdisciplinary collaborations, featuring distinguished experts in machine learning and computer science, who will contribute valuable practical insights to the real-world applications of data compression. 

The program will include keynote talks from:
* Johannes Ballé (Google Research)
* Jose Miguel Hernandez Lobato (University of Cambridge)
* Shirin Jalali (Rutgers University)
* Lucas Theis (Google DeepMind)
and four spotlight presentations, and a poster session.

We invite researchers from data compression and related fields to submit their latest work on theory and applications of data compression to the workshop. We welcome all relevant recent works that have been presented, published or are currently undergoing review elsewhere, if the authors decide not to publish their full-paper on IEEE Xplore.

All accepted papers will be presented as posters during the poster session. Some papers will also be selected for spotlight presentations. Topics of interest include but are not limited to:
* Source coding (e.g., images, video, abstract sources) in the era of machine learning.
* Learning-based approaches to information theory.
* Theoretical foundations of learned compression.
* Quantization, entropy coding, stochastic coding, and channel synthesis.
* Compression under perceptual/realism metrics.
* Learning-based approaches to distributed and multi-terminal compression.

The submission link is currently open on OpenReview.

If you are interested in reviewing or if you have any questions, please do not hesitate to contact us at [email protected].

We look forward to seeing you in Athens!

Important Dates
* Paper submission deadline: [Extended!] March 17, 2024 (11:59 PM, anywhere in the world!).
* Decision notification: April 15, 2024.
* Camera-ready paper deadline: May 6, 2024.
* ISIT early registration deadline: May 6, 2024.
* Workshop date: July 7, 2024.

Organizing Committee:
* Elza Erkip (NYU)
* Ezgi Ozyilkan (NYU)
* Aaron B. Wagner (Cornell University)

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