3rd Mobile AI Workshop and Challenges

Real-Time Segmenting Human Portrait at Anywhere

Ruifeng Yuan,

Yuhao Cheng,

Yiqiang Yan,

Haiyan Liu

[pdf]

[bibtex]

@InProceedings{Yuan_2023_CVPR, author = {Yuan, Ruifeng and Cheng, Yuhao and Yan, Yiqiang and Liu, Haiyan}, title = {Real-Time Segmenting Human Portrait at Anywhere}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2197-2203} }

MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications

Mustafa Munir,

William Avery,

Radu Marculescu

[pdf]

[bibtex]

@InProceedings{Munir_2023_CVPR, author = {Munir, Mustafa and Avery, William and Marculescu, Radu}, title = {MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2211-2219} }

VideoMatt: A Simple Baseline for Accessible Real-Time Video Matting

Jiachen Li,

Marianna Ohanyan,

Vidit Goel,

Shant Navasardyan,

Yunchao Wei,

Humphrey Shi

[pdf] [supp]

[bibtex]

@InProceedings{Li_2023_CVPR, author = {Li, Jiachen and Ohanyan, Marianna and Goel, Vidit and Navasardyan, Shant and Wei, Yunchao and Shi, Humphrey}, title = {VideoMatt: A Simple Baseline for Accessible Real-Time Video Matting}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2177-2186} }

DIFT: Dynamic Iterative Field Transforms for Memory Efficient Optical Flow

Risheek Garrepalli,

Jisoo Jeong,

Rajeswaran C. Ravindran,

Jamie Menjay Lin,

Fatih Porikli

[pdf]

[bibtex]

@InProceedings{Garrepalli_2023_CVPR, author = {Garrepalli, Risheek and Jeong, Jisoo and Ravindran, Rajeswaran C. and Lin, Jamie Menjay and Porikli, Fatih}, title = {DIFT: Dynamic Iterative Field Transforms for Memory Efficient Optical Flow}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2220-2229} }

High-Efficiency Device-Cloud Collaborative Transformer Model

Penghao Jiang,

Ke Xin,

Chunxi Li,

Yinsi Zhou

[pdf]

[bibtex]

@InProceedings{Jiang_2023_CVPR, author = {Jiang, Penghao and Xin, Ke and Li, Chunxi and Zhou, Yinsi}, title = {High-Efficiency Device-Cloud Collaborative Transformer Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2204-2210} }

QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms

Guillaume Berger,

Manik Dhingra,

Antoine Mercier,

Yashesh Savani,

Sunny Panchal,

Fatih Porikli

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Berger_2023_CVPR, author = {Berger, Guillaume and Dhingra, Manik and Mercier, Antoine and Savani, Yashesh and Panchal, Sunny and Porikli, Fatih}, title = {QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {2187-2196} }