3rd Mobile AI workshop and challenges Call for Papers

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CALL FOR PAPERS  & CALL FOR PARTICIPANTS IN CHALLENGES

3rd Mobile AI workshop and challenges on learned ISP, denoising, HDR,
image/video super-resolution, depth estimation, validated on mobile
hardware
In conjunction with CVPR 2023, 18th of June, Vancouver, Canada

Website: https://ai-benchmark.com/workshops/mai/2023/

TOPICS

? Efficient deep learning models for mobile devices
? Artifacts removal from mobile photos/videos
? General smartphone photo/video enhancement
? RAW camera image/video processing
? Deep learning applications for mobile camera ISPs
? Image/video super-resolution on low-power hardware
? Portrait segmentation / bokeh effect rendering
? Depth estimation w/o multiple cameras
? Perceptual image manipulation on mobile devices
? Activity recognition using smartphone sensors
? Image/sensor based identity recognition
? Fast image classification / object detection algorithms
? NLP models optimized for mobile inference
? Real-time semantic segmentation
? Low-power machine learning inference
? Machine learning and deep learning frameworks for mobile devices
? AI performance evaluation / benchmarking of mobile and IoT hardware
? Studies and applications of the above problems

SUBMISSION

A paper submission has to be in English, in pdf format, and at most 8
pages (excluding references) in CVPR style.
https://cvpr2023.thecvf.com/Conferences/2023/AuthorGuidelines
The review process is double blind.  Accepted and presented papers
will be published after the conference in the 2023 CVPR Workshops
Proceedings.

Author Kit: 
https://media.icml.cc/Conferences/CVPR2023/cvpr2023-author_kit-v1_1-1.zip
Submission site: https://cmt3.research.microsoft.com/MAI2023  

WORKSHOP DATES

? Regular Papers submission deadline: February 28, 2023

CHALLENGES (TBU)

? Learned Smartphone ISP
? Image Denoising
? HDR Image Processing
? Image Super-Resolution
? Video Super-Resolution
? Depth Estimation

To learn more about the challenges, to participate in the challenges,
and to access the data everybody is invited to check the Mobile AI
2023 web page:
https://ai-benchmark.com/workshops/mai/2023/

For those interested in image and video restoration, enhancement,
manipulation, super-resolution without specific mobile hardware
constraints we refer to the CVPR23 NTIRE Workshop and Challenges:
https://cvlai.net/ntire/2023/

CHALLENGES DATES (TBU)

? Release of train data: March 21, 2023
? Competitions end: May 31, 2023

Website: https://ai-benchmark.com/workshops/mai/2023/