AOMC 2024: The 1st International Workshop on Acceleration and Optimization of Multi-modal Computing (ISCA-2024 Workshop) Hilton Buenos Aires Buenos Aires, Argentina, June 29-July 3, 2024 |
Conference website | https://aomc-workshop.github.io/ |
Submission link | https://easychair.org/conferences/?conf=aomc2024 |
Abstract registration deadline | May 3, 2024 |
Submission deadline | May 10, 2024 |
Notification | May 17, 2024 |
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.
This year, we are launching the first 1st International Workshop on Acceleration and Optimization of Multi-modal Computing (AOMC), which is Co-located with ISCA 2024 at Buenos Aires, Argentina.
Submission Guidelines
All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome:
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Workshop papers up to 4 pages (not including references). Contributions must be written in English and report on original, unpublished work.
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All submissions must be in PDF format and should follow the ISCA Latex Template.
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Please follow the guidelines provided at ISCA Paper Submission Guidelines.
List of Topics
Examples of this workshop include, but are not limited to:
- Impact of multi-modal DNN applications on computer architecture research
- APIs and programming models for multi-modal DNN applications
- IoT, mobile and embedded system design for multi-modal DNN applications
- Emerging memory technologies and their impacts on multi-modal applications
- Specialized multi-modal DNN accelerators and reconfigurable systems
- Hardware-software co-design for multi-modal DNN applications
- Design space exploration for multi-modal DNN applications
- Implementation and optimization of multi-modal computing systems
Committees
Program Committee
General Chair:
- Minyi Guo (guo-my@cs.sjtu.edu.cn), Shanghai Jiao Tong University
Program Co-Chairs:
- Chao Li (lichao@cs.sjtu.edu.cn), Shanghai Jiao Tong University;
- Xiaofeng Hou (hou-xf@cs.sjtu.edu.cn), Shanghai Jiao Tong University
Organizing committee
- Publicity Chair: Yang Hu (hu_yang@tsinghua.edu.cn), Tsinghua University
- Submission Chair: Cheng Xu (jerryxu@sjtu.edu.cn), Shanghai Jiao Tong University
- Web Chair: Junyi Mei (meijunyi@sjtu.edu.cn), Shanghai Jiao Tong University
Contact
All questions about submissions should be emailed to jerryxu@sjtu.edu.cn