4th Mobile AI Workshop and Challenges


Efficient Skeleton-Based Action Recognition for Real-Time Embedded Systems
Nadhira Noor,
Fabianaugie Jametoni,
Jinbeom Kim,
Hyunsu Hong,
In Kyu Park
[pdf] [supp]
[bibtex]
@InProceedings{Noor_2024_CVPR, author = {Noor, Nadhira and Jametoni, Fabianaugie and Kim, Jinbeom and Hong, Hyunsu and Park, In Kyu}, title = {Efficient Skeleton-Based Action Recognition for Real-Time Embedded Systems}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {5889-5897} }

CoDISP: Exploring Compressed Domain Camera ISP with RGB-guided Encoder
Molin Zhang,
Soumendu Majee,
Chengyu Wang,
Seok-Jun Lee,
Hamid Sheikh
[pdf] [supp]
[bibtex]
@InProceedings{Zhang_2024_CVPR, author = {Zhang, Molin and Majee, Soumendu and Wang, Chengyu and Lee, Seok-Jun and Sheikh, Hamid}, title = {CoDISP: Exploring Compressed Domain Camera ISP with RGB-guided Encoder}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {5878-5888} }

End-to-End Neural Network Compression via l1/l2 Regularized Latency Surrogates
Anshul Nasery,
Hardik Shah,
Arun Sai Suggala,
Prateek Jain
[pdf] [supp]
[bibtex]
@InProceedings{Nasery_2024_CVPR, author = {Nasery, Anshul and Shah, Hardik and Suggala, Arun Sai and Jain, Prateek}, title = {End-to-End Neural Network Compression via l1/l2 Regularized Latency Surrogates}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {5866-5877} }

Scaling Graph Convolutions for Mobile Vision
William Avery,
Mustafa Munir,
Radu Marculescu
[pdf] [arXiv]
[bibtex]
@InProceedings{Avery_2024_CVPR, author = {Avery, William and Munir, Mustafa and Marculescu, Radu}, title = {Scaling Graph Convolutions for Mobile Vision}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {5857-5865} }