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

IEEE International Conference on Computer Vision (ICCV), 2019

13 August 2019

Mikaela Angelina Uy

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

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Title
SVL: Spike-based Vision-language Pretraining for Efficient 3D Open-world Understanding Xuerui Qiu Peixi Wu Yaozhi Wen Shaowei Gu Yuqi Pan Xinhao Luo Bo Xu Guoqi Li VLM 367 0 0 23 May 2025
HyMamba: Mamba with Hybrid Geometry-Feature Coupling for Efficient Point Cloud Classification Bin Liu Changbo Wang Xuelian Liu Guan Xi Guan Xi Mamba 278 0 0 16 May 2025
Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency Kelvin Kan Xingjian Li Benjamin J. Zhang Tuhin Sahai Stanley Osher Markos A. Katsoulakis 208 0 0 16 May 2025
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 359 5 0 07 May 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud LearningComputer Vision and Pattern Recognition (CVPR), 2025 Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 398 3 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 203 1 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 Hong Li Xiaoyan Sun Mamba 308 1 0 19 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 461 4 0 18 Apr 2025
DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification Huantao Ren Minmin Yang Senem Velipasalar 3DPC 199 1 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 288 0 0 11 Apr 2025
Dataset Distillation of 3D Point Clouds via Distribution Matching Jae-Young Yim Dongwook Kim Jae-Young Sim DD 3DPC 330 0 0 28 Mar 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation LearningComputer Vision and Pattern Recognition (CVPR), 2025 Xu Han Yuan Tang Jinfeng Xu Xianzhi Li 194 2 0 24 Mar 2025
Computation-Efficient and Recognition-Friendly 3D Point Cloud Privacy Protection Haotian Ma Lin Gu Siyi Wu Yingying Zhu 3DPC 426 0 0 20 Mar 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud AnalysisComputer Vision and Pattern Recognition (CVPR), 2025 Hongyu Sun Qiuhong Ke Ming Cheng Yanjie Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 356 1 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 495 5 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 Ge Wang MLLM 3DV 416 5 0 13 Mar 2025
Mitigating Ambiguities in 3D Classification with Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2025 Ruiqi Zhang Hao Zhu Jiaqi Zhao Qi Zhang Xun Cao Zhan Ma 3DPC 434 0 0 11 Mar 2025
Spectral Informed Mamba for Robust Point Cloud ProcessingComputer Vision and Pattern Recognition (CVPR), 2025 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 301 6 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 278 0 0 24 Feb 2025
Spiking Point Transformer for Point Cloud ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2025 Peixi Wu Bosong Chai Hebei Li Menghua Zheng Yansong Peng Zeyu Wang Xuan Nie Yujiao Shi Xiaoyan Sun 3DPC 270 4 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 425 15 0 18 Feb 2025
Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object RecognitionComputer Vision and Pattern Recognition (CVPR), 2025 Khanh Nguyen Ghulam Mubashar Hassan Lin Wang 3DPC 309 0 0 15 Feb 2025
OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization Kelvin Kan Xingjian Li Stanley Osher 403 2 0 30 Jan 2025
Multi-view Structural Convolution Network for Domain-Invariant Point Cloud Recognition of Autonomous Vehicles Younggun Kim Beomsik Cho Beomsik Cho Seonghoon Ryoo Soomok Lee 3DPC 485 0 0 27 Jan 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 396 3 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 362 0 0 20 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud AnalysisNeural Information Processing Systems (NeurIPS), 2024 Hongyu Sun Qiuhong Ke Yanjie Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 479 4 0 17 Jan 2025
Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal TransportKnowledge Discovery and Data Mining (KDD), 2025 Yuqi Liu Fausto Giunchiglia Ximing Li Lan Huang Xiaoyue Feng Renchu Guan OffRL 687 2 0 10 Jan 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight AveragingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 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 374 5 0 31 Dec 2024
PCDreamer: Point Cloud Completion Through Multi-view Diffusion PriorsComputer Vision and Pattern Recognition (CVPR), 2024 Guangshun Wei Qi Liu Long Ma Chen Wang Yuanfeng Zhou Changjian Li 1.2K 10 0 28 Nov 2024
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 315 5 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 Truong Do Truong Do Truong-Son Hy 3DPC 414 3 0 15 Nov 2024
DyConfidMatch: Dynamic Thresholding and Re-sampling for 3D Semi-supervised LearningPattern Recognition (Pattern Recogn.), 2024 Zhaoyu Chen Bing Li 193 0 0 13 Nov 2024
PointCG: Self-supervised Point Cloud Learning via Joint Completion and GenerationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024 Yi Liu Peng Li Xuefeng Yan Liangliang Nan Bing Wang Honghua Chen Lina Gong Wei Zhao Mingqiang Wei SSL 3DPC 144 1 0 09 Nov 2024
Rotation Perturbation Robustness in Point Cloud Analysis: A Perspective of Manifold Distillation Xinyu Xu Huazhen Liu Feiming Wei Huilin Xiong Wenhao Yu Tao Zhang 3DPC 168 0 0 04 Nov 2024
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud UnderstandingNeural Information Processing Systems (NeurIPS), 2024 Jincen Jiang Qianyu Zhou Yuhang Li Xinkui Zhao Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang Xuequan Lu TTA 287 9 0 01 Nov 2024
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world CorruptionsNeural Information Processing Systems (NeurIPS), 2024 Jie Wang Tingfa Xu Lihe Ding Jianan Li ViT 3DPC 183 1 0 01 Nov 2024
PLATYPUS: Progressive Local Surface Estimator for Arbitrary-Scale Point Cloud UpsamplingAAAI Conference on Artificial Intelligence (AAAI), 2024 Donghyun Kim H. Kwon Yumin Kim Seong Jae Hwang 3DPC 174 3 0 01 Nov 2024
NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs Nursena Köprücü Destiny Okpekpe Antonio Orvieto Mamba 175 2 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 197 4 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 163 4 0 20 Oct 2024
TV-3DG: Mastering Text-to-3D Customized Generation with Visual PromptIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Jiahui Yang Donglin Di Baorui Ma Xun Yang Yongjia Ma ... Wei Chen Jianxun Cui Zhou Xue Meng Wang Yebin Liu DiffM 239 4 0 16 Oct 2024
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Yaohua Zha Tao Dai Yanzi Wang Hang Guo Bin Chen Zhihao Ouyang Chunlin Fan 3DPC 338 1 0 13 Oct 2024
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture CorrespondenceAsian Conference on Machine Learning (ACML), 2024 Vencia Herzog Stefan Suwelack 3DPC 175 1 0 12 Oct 2024
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free AdaptorAsian Conference on Computer Vision (ACCV), 2024 Sahar Ahmadi A. Cheraghian Morteza Saberi Md. Towsif Abir Hamidreza Dastmalchi Farookh Hussain Shafin Rahman 3DPC 244 2 0 11 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 306 26 0 10 Oct 2024
3D Representation Methods: A Survey Zhengren Wang 3DGS 171 12 0 09 Oct 2024
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Xue Liu Tianyu He Jiang Bian Renhe Jiang MedIm 724 12 0 07 Oct 2024
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You NeedNeural Information Processing Systems (NeurIPS), 2024 Xianlong Wang Minghui Li Wei Liu Hangtao Zhang Shengshan Hu Yechao Zhang Ziqi Zhou Hai Jin 3DPC MU 268 13 0 04 Oct 2024
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive PretrainingComputer Vision and Pattern Recognition (CVPR), 2024 Yunze Liu Li Yi Mamba 405 10 0 01 Oct 2024