Deep Learning for Geometric Computing


GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation
Rolandos Alexandros Potamias,
Alexandros Neofytou,
Kyriaki Margarita Bintsi,
Stefanos Zafeiriou
[pdf] [arXiv]
[bibtex]
@InProceedings{Potamias_2022_CVPR, author = {Potamias, Rolandos Alexandros and Neofytou, Alexandros and Bintsi, Kyriaki Margarita and Zafeiriou, Stefanos}, title = {GraphWalks: Efficient Shape Agnostic Geodesic Shortest Path Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2968-2977} }

Shape Enhanced Keypoints Learning With Geometric Prior for 6D Object Pose Tracking
Mateusz Majcher,
Bogdan Kwolek
[pdf]
[bibtex]
@InProceedings{Majcher_2022_CVPR, author = {Majcher, Mateusz and Kwolek, Bogdan}, title = {Shape Enhanced Keypoints Learning With Geometric Prior for 6D Object Pose Tracking}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2986-2992} }

Concept Activation Vectors for Generating User-Defined 3D Shapes
Stefan Druc,
Aditya Balu,
Peter Wooldridge,
Adarsh Krishnamurthy,
Soumik Sarkar
[pdf] [arXiv]
[bibtex]
@InProceedings{Druc_2022_CVPR, author = {Druc, Stefan and Balu, Aditya and Wooldridge, Peter and Krishnamurthy, Adarsh and Sarkar, Soumik}, title = {Concept Activation Vectors for Generating User-Defined 3D Shapes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2993-3000} }

CAMION: Cascade Multi-Input Multi-Output Network for Skeleton Extraction
Sheng Fang,
Kaiyu Li,
Zhe Li
[pdf]
[bibtex]
@InProceedings{Fang_2022_CVPR, author = {Fang, Sheng and Li, Kaiyu and Li, Zhe}, title = {CAMION: Cascade Multi-Input Multi-Output Network for Skeleton Extraction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2952-2957} }

VG-VAE: A Venatus Geometry Point-Cloud Variational Auto-Encoder
Tejas Anvekar,
Ramesh Ashok Tabib,
Dikshit Hegde,
Uma Mudengudi
[pdf]
[bibtex]
@InProceedings{Anvekar_2022_CVPR, author = {Anvekar, Tejas and Tabib, Ramesh Ashok and Hegde, Dikshit and Mudengudi, Uma}, title = {VG-VAE: A Venatus Geometry Point-Cloud Variational Auto-Encoder}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2978-2985} }

Context Attention Network for Skeleton Extraction
Zixuan Huang,
Yunfeng Wang,
Zhiwen Chen,
Xin Gao,
Ruili Feng,
Xiaobo Li
[pdf] [arXiv]
[bibtex]
@InProceedings{Huang_2022_CVPR, author = {Huang, Zixuan and Wang, Yunfeng and Chen, Zhiwen and Gao, Xin and Feng, Ruili and Li, Xiaobo}, title = {Context Attention Network for Skeleton Extraction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2946-2951} }

Multimodal Shape Completion via Implicit Maximum Likelihood Estimation
Himanshu Arora,
Saurabh Mishra,
Shichong Peng,
Ke Li,
Ali Mahdavi-Amiri
[pdf]
[bibtex]
@InProceedings{Arora_2022_CVPR, author = {Arora, Himanshu and Mishra, Saurabh and Peng, Shichong and Li, Ke and Mahdavi-Amiri, Ali}, title = {Multimodal Shape Completion via Implicit Maximum Likelihood Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {2958-2967} }