Co-located with ISCA 2025 at Tokyo, Japan
2025
With the rapid development of various powerful sensors and mobile devices, multimodal applications which leverage speech, touch, vision, and gesture have attracted considerable attention. Multi-modal computing exhibited impressive accuracy improvements over traditional uni-modal DNNs. However, this accuracy improvement comes at the cost of significantly increased computation, which limits the practical value of multi-modal DNN applications, especially in energy- and latency-constrained scenarios. Therefore, it is desirable to accelerate and optimize multi-modal DNN applications to facilitate the deployment of real-life multi-modal DNN applications.
The workshop will focus on the acceleration and optimization of multi-modal DNN applications. The primary objective of this workshop is to catalyze advancements in computer architecture specifically tailored for multi-modal DNN applications. We are inviting proposals from researchers and developers actively engaged in the field. Proposals should emphasize novel approaches and technologies in accelerating multi-modal DNN applications through innovative computer architecture solutions. We encourage submissions that offer insights into research progress, practical challenges, and future directions. Examples of this workshop include, but are not limited to:
We invite authors to submit their original research contributions to our workshop. We welcome submissions in the following categories:
Submission Link:
https://easychair.org/conferences/?conf=aomc20250
All the work-in-progress jobs, vision papers, and real system evaluation papers are welcomed!
(All deadlines are in UTC-12, or “anywhere on earth”.)
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