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} }