Rethinking the compositionality of point clouds through regularization
in the hyperbolic space

Rethinking the compositionality of point clouds through regularization in the hyperbolic space

21 September 2022

Antonio Montanaro

Papers citing "Rethinking the compositionality of point clouds through regularization in the hyperbolic space"

16 / 16 papers shown

Title
Hyperbolic-constraint Point Cloud Reconstruction from Single RGB-D Images Wenrui Li Zhe Yang Wei Han Hengyu Man Xingtao Wang Xiaopeng Fan 3DPC 76 0 0 12 Dec 2024
Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D Classification Naiwen Hu Haozhe Cheng Yifan Xie Pengcheng Shi Jihua Zhu 3DPC 34 0 0 24 Sep 2024
GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated Transformer Jinpeng Yu Binbin Huang Yuxuan Zhang Huaxia Li Xu Tang Shenghua Gao 3DPC 32 3 0 13 Aug 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation Zhiying Leng Tolga Birdal Xiaohui Liang Federico Tombari 39 3 0 01 Mar 2024
Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges Noémie Jaquier Michael C. Welle A. Gams Kunpeng Yao Bernardo Fichera A. Billard Aleš Ude Tamim Asfour Danica Kragic 25 14 0 29 Nov 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction Zhiying Leng Shun-cheng Wu Mahdi Saleh Antonio Montanaro Hao Yu Yin Wang Nassir Navab Xiaohui Liang Federico Tombari 3DH 26 7 0 06 Sep 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 28 38 0 11 May 2023
GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot Learning Tejas Anvekar Dena Bazazian 3DPC 24 8 0 12 Apr 2023
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang Qiyu Kang Rui She Wei Wang K. Zhao Yang Song Wee Peng Tay 31 18 0 03 Apr 2023
Hyperbolic Contrastive Learning Yun Yue Fangzhou Lin Kazunori D Yamada Ziming Zhang SSL 33 18 0 02 Feb 2023
Bringing motion taxonomies to continuous domains via GPLVM on hyperbolic manifolds Noémie Jaquier Leonel Rozo Miguel González-Duque Viacheslav Borovitskiy Tamim Asfour 43 7 0 04 Oct 2022
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition Xinwei He Shuyang Cheng Dingkang Liang S. Bai Xi Wang Yingying Zhu 3DPC 29 1 0 03 Sep 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 140 283 0 04 May 2021
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 150 737 0 02 Mar 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016