Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis

4 May 2021

Jianhui Yu

Papers citing "Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis"

49 / 49 papers shown

Title
HFBRI-MAE: Handcrafted Feature Based Rotation-Invariant Masked Autoencoder for 3D Point Cloud Analysis Xuanhua Yin Dingxin Zhang Jianhui Yu Weidong Cai 25 0 0 19 Apr 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Ming Cheng Y. Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 92 0 0 15 Mar 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Y. Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 83 3 0 17 Jan 2025
MIRACLE3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model Construction Hossein Resani B. Nasihatkon 3DV 118 0 0 08 Oct 2024
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training Jinpeng Lin Xulei Yang Tianrui Li Xun Xu 3DPC 33 0 0 23 Sep 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 36 2 0 12 Sep 2024
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module Dingxin Zhang Jianhui Yu Tengfei Xue Chaoyi Zhang Dongnan Liu Weidong Cai 3DPC 46 0 0 15 Jul 2024
Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge Rajat K. Doshi 3DPC 32 0 0 29 Apr 2024
Meta Episodic learning with Dynamic Task Sampling for CLIP-based Point Cloud Classification S. Ghose Yang Wang 3DPC 33 0 0 01 Apr 2024
REPS: Reconstruction-based Point Cloud Sampling Guoqing Zhang Wenbo Zhao Jian Liu Xianming Liu 3DPC 28 0 0 08 Mar 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 49 5 0 24 Feb 2024
PartSTAD: 2D-to-3D Part Segmentation Task Adaptation Hyunjin Kim Minhyuk Sung 51 8 0 11 Jan 2024
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning I. I. Ganapathi Fayaz Ali Sajid Javed Syed Sadaf Ali N. Werghi MedIm 3DV 24 1 0 17 Nov 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois C. Knoll 3DPC 20 0 0 13 Oct 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 29 1 0 11 Oct 2023
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions Jie Wang Lihe Ding Tingfa Xu Shaocong Dong Xinli Xu Long Bai Jianan Li 3DPC 33 5 0 19 Sep 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 24 9 0 31 Aug 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 7 0 01 Jul 2023
ViewFormer: View Set Attention for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Xudong Cai Deying Li 6 2 0 29 Apr 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 37 7 0 10 Feb 2023
3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation Ananya Jana H. Subhash Dimitris N. Metaxas 46 5 0 25 Jan 2023
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders Renrui Zhang Liuhui Wang Yu Qiao Peng Gao Hongsheng Li 3DPC 35 124 0 13 Dec 2022
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis Pavlo Melnyk Andreas Robinson M. Felsberg Maarten Wadenback 3DPC 20 2 0 26 Nov 2022
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors Dogyoon Lee Minhyeok Lee Chajin Shin Sangyoun Lee 32 67 0 22 Nov 2022
Normal Transformer: Extracting Surface Geometry from LiDAR Points Enhanced by Visual Semantics Ancheng Lin Jun Yu Li Yusheng Xiang Wei Bian Mukesh Prasad 3DPC ViT 43 2 0 19 Nov 2022
Less is More: Facial Landmarks can Recognize a Spontaneous Smile Md. Tahrim Faroque Yan Yang Md. Zakir Hossain S. M. Naim Nabeel Mohammed Shafin Rahman CVBM ViT 42 2 0 09 Oct 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic space Antonio Montanaro D. Valsesia E. Magli 3DPC 41 31 0 21 Sep 2022
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds A. Alliegro Francesco Cappio Borlino Tatiana Tommasi 3DPC 3DV 28 7 0 23 Jul 2022
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis Shen Zheng Jinqian Pan Chang-Tien Lu Gaurav Gupta 3DPC 29 7 0 13 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 22 0 0 04 Jul 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 16 18 0 11 Jun 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds Mingqiang Wei Zeyong Wei Hao Zhou Fei-Jiang Hu Huajian Si ... Jingbo Qiu Xu Yan Yan Guo Jun Wang J. Qin 3DPC 21 38 0 09 Jun 2022
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling Kevin Tirta Wijaya Dong-Hee Paek Seung-Hyun Kong 3DPC 21 21 0 20 May 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 28 155 0 11 May 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds S. GabrielPérez Juan C. Pérez Motasem Alfarra Silvio Giancola Bernard Ghanem 3DPC 30 12 0 12 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Peng Gao Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 22 18 0 03 Apr 2022
Explainability in Graph Neural Networks: An Experimental Survey Peibo Li Yixing Yang M. Pagnucco Yang Song 23 31 0 17 Mar 2022
Shape-invariant 3D Adversarial Point Clouds Qidong Huang Xiaoyi Dong Dongdong Chen Hang Zhou Weiming Zhang Nenghai Yu 3DPC 19 67 0 08 Mar 2022
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 25 5 0 01 Mar 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 19 583 0 15 Feb 2022
Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning Kexue Fu Peng Gao Renrui Zhang Hongsheng Li Yu Qiao Manning Wang SSL 3DPC 20 23 0 09 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions Jiawei Ren Liang Pan Ziwei Liu 3DPC 16 80 0 07 Feb 2022
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 20 6 0 21 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 21 32 0 09 Dec 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DPC 25 23 0 30 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 25 11 0 29 Nov 2021
Robust Pooling through the Data Mode Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 3DV OOD 16 3 0 21 Jun 2021
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
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 171 1,940 0 24 Oct 2016