Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

13 August 2019

Mikaela Angelina Uy

Papers citing "Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data"

50 / 421 papers shown

Title
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 27 0 0 07 May 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 22 0 0 22 Apr 2025
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
Efficient Spiking Point Mamba for Point Cloud Analysis Peixi Wu Bosong Chai Menghua Zheng Wei Li Zhangchi Hu Jie Chen Zheyu Zhang H. Li Xiaoyan Sun Mamba 40 0 0 19 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 30 0 0 18 Apr 2025
DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification Huantao Ren Minmin Yang Senem Velipasalar 3DPC 50 0 0 16 Apr 2025
Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Chao Qi Jianqin Yin Meng Chen Yingchun Niu Yuan Sun 3DPC CLL 41 0 0 11 Apr 2025
Permutation-Invariant and Orientation-Aware Dataset Distillation for 3D Point Clouds Jae-Young Yim Dongwook Kim Jae-Young Sim DD 3DPC 49 0 0 28 Mar 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning Xu Han Yuan Tang Jinfeng Xu Xianzhi Li 48 0 0 24 Mar 2025
Computation-Efficient and Recognition-Friendly 3D Point Cloud Privacy Protection Haotian Ma Lin Gu Siyi Wu Yingying Zhu 3DPC 36 0 0 20 Mar 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 87 0 0 15 Mar 2025
A Survey on Self-supervised Contrastive Learning for Multimodal Text-Image Analysis Asifullah Khan Laiba Asmatullah Anza Malik Shahzaib Khan Hamna Asif SSL VLM 74 0 0 14 Mar 2025
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models Zilu Guo Hongbin Lin Zhihao Yuan C. Zheng Pengshuo Qiu Dongzhi Jiang Renrui Zhang Chun-Mei Feng Zhen Li MLLM 3DV 85 1 0 13 Mar 2025
Mitigating Ambiguities in 3D Classification with Gaussian Splatting Ruiqi Zhang Hao Zhu J. Zhao Qi Zhang Xun Cao Zhan Ma 3DPC 57 0 0 11 Mar 2025
Spectral Informed Mamba for Robust Point Cloud Processing Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Milad Cheraghalikhani David Osowiechi G. A. V. Hakim Farzad Beizaee Ismail ben Ayed Christian Desrosiers Mamba 3DPC 69 0 0 06 Mar 2025
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition Paul Koch Marian Schluter Jörg Krüger 65 0 0 24 Feb 2025
Spiking Point Transformer for Point Cloud Classification Peixi Wu Bosong Chai Hebei Li Menghua Zheng Yansong Peng Zeyu Wang Xuan Nie Y. Zhang Xiaoyan Sun 3DPC 37 1 0 19 Feb 2025
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation Zekun Qi Wenyao Zhang Yufei Ding Runpei Dong Xinqiang Yu ... Xin Jin Kaisheng Ma Zhizheng Zhang He Wang Li Yi LM&Ro 131 3 0 18 Feb 2025
Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition Khanh Nguyen Ghulam Mubashar Hassan Ajmal Saeed Mian 3DPC 42 0 0 15 Feb 2025
OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization Kelvin Kan Xingjian Li Stanley Osher 91 2 0 30 Jan 2025
Multi-view Structural Convolution Network for Domain-Invariant Point Cloud Recognition of Autonomous Vehicles Younggun Kim Beomsik Cho Seonghoon Ryoo Soomok Lee 3DPC 94 0 0 27 Jan 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 72 1 0 25 Jan 2025
Text-guided Synthetic Geometric Augmentation for Zero-shot 3D Understanding Kohei Torimi Ryosuke Yamada Daichi Otsuka Kensho Hara Yuki M. Asano Hirokatsu Kataoka Y. Aoki 3DV 36 0 0 20 Jan 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 70 3 0 17 Jan 2025
Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport Yonghao Liu Fausto Giunchiglia Ximing Li Lan Huang Xiaoyue Feng Renchu Guan OffRL 98 0 0 10 Jan 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Oghani Milad Cheraghalikhani David Osowiech Farzad Beizaee G. A. V. Hakim Ismail ben Ayed Christian Desrosiers 3DPC TTA 43 0 0 31 Dec 2024
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors Guangshun Wei Yuan Feng Long Ma Chen Wang Yuanfeng Zhou Changjian Li 137 0 0 28 Nov 2024
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 77 1 0 21 Nov 2024
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding Quang P.M. Pham Khoi T.N. Nguyen Lan C. Ngo Dezhen Song Truong Do Truong Son-Hy 3DPC 34 2 0 15 Nov 2024
DyConfidMatch: Dynamic Thresholding and Re-sampling for 3D Semi-supervised Learning Z. Chen Bing Li 37 0 0 13 Nov 2024
Rotation Perturbation Robustness in Point Cloud Analysis: A Perspective of Manifold Distillation Xinyu Xu Huazhen Liu Feiming Wei Huilin Xiong W. Yu Tao Zhang 3DPC 27 0 0 04 Nov 2024
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xinkui Zhao Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang Xuequan Lu TTA 32 3 0 01 Nov 2024
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions Jie Wang Tingfa Xu Lihe Ding Jianan Li ViT 3DPC 28 0 0 01 Nov 2024
PLATYPUS: Progressive Local Surface Estimator for Arbitrary-Scale Point Cloud Upsampling Donghyun Kim H. Kwon Yumin Kim Seong Jae Hwang 3DPC 40 1 0 01 Nov 2024
NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs Nursena Köprücü Destiny Okpekpe Antonio Orvieto Mamba 33 1 0 31 Oct 2024
Deep Learning for 3D Point Cloud Enhancement: A Survey Siwen Quan Junhao Yu Ziming Nie Muze Wang Sijia Feng Pei An Jiaqi Yang 3DPC 42 3 0 30 Oct 2024
Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations Seyed Mohammad Ahmadi Koorosh Aslansefat Ruben Valcarce-Dineiro Joshua Barnfather 32 1 0 20 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual Prompt Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 37 1 0 16 Oct 2024
Block-to-Scene Pre-training for Point Cloud Hybrid-Domain Masked Autoencoders Yaohua Zha Tao Dai Yanzi Wang Hang Guo Taolin Zhang Zhihao Ouyang Chunlin Fan B. Chen Ke Chen Shu-Tao Xia 3DPC 28 1 0 13 Oct 2024
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 29 0 0 12 Oct 2024
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor Sahar Ahmadi A. Cheraghian Morteza Saberi Md. Towsif Abir Hamidreza Dastmalchi Farookh Hussain Shafin Rahman 3DPC 26 2 0 11 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 26 5 0 10 Oct 2024
3D Representation Methods: A Survey Zhengren Wang 3DGS 26 3 0 09 Oct 2024
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Renhe Jiang Tianyu He Jiang Bian Renhe Jiang MedIm 58 4 0 07 Oct 2024
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need Xianlong Wang Minghui Li Wei Liu Hangtao Zhang Shengshan Hu Yechao Zhang Ziqi Zhou Hai Jin 3DPC MU 40 6 0 04 Oct 2024
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining Yunze Liu Li Yi Mamba 45 2 0 01 Oct 2024
Triple Point Masking Jiaming Liu Linghe Kong Yue Wu Maoguo Gong Hao Li Qiguang Miao Wenping Ma Can Qin 3DPC 34 0 0 26 Sep 2024
PseudoNeg-MAE: Self-Supervised Point Cloud Learning using Conditional Pseudo-Negative Embeddings Sutharsan Mahendren Saimunur Rahman Piotr Koniusz Tharindu Fernando S. Sridharan Clinton Fookes Peyman Moghadam 3DPC 31 0 0 24 Sep 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 28 0 0 23 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 24 0 0 21 Sep 2024