Embedded Vision Workshop
ES3Net: Accurate and Efficient Edge-Based Self-Supervised Stereo Matching Network-
[pdf]
[bibtex]@InProceedings{Fang_2023_CVPR, author = {Fang, I-Sheng and Wen, Hsiao-Chieh and Hsu, Chia-Lun and Jen, Po-Chung and Chen, Ping-Yang and Chen, Yong-Sheng}, title = {ES3Net: Accurate and Efficient Edge-Based Self-Supervised Stereo Matching Network}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {4472-4481} }
Fully-Binarized Distance Computation Based On-Device Few-Shot Learning for XR Applications-
[pdf]
[bibtex]@InProceedings{Parmar_2023_CVPR, author = {Parmar, Vivek and Kingra, Sandeep Kaur and Sarwar, Syed Shakib and Li, Ziyun and De Salvo, Barbara and Suri, Manan}, title = {Fully-Binarized Distance Computation Based On-Device Few-Shot Learning for XR Applications}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {4502-4508} }
Hardware-Aware Pruning for FPGA Deep Learning Accelerators-
[pdf]
[bibtex]@InProceedings{Plochaet_2023_CVPR, author = {Plochaet, Jef and Goedem\'e, Toon}, title = {Hardware-Aware Pruning for FPGA Deep Learning Accelerators}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {4482-4490} }
Uncertainty in Real-Time Semantic Segmentation on Embedded Systems-
[pdf]
[arXiv]
[bibtex]@InProceedings{Goan_2023_CVPR, author = {Goan, Ethan and Fookes, Clinton}, title = {Uncertainty in Real-Time Semantic Segmentation on Embedded Systems}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2023}, pages = {4491-4501} }