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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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Objaverse-XL: A Universe of 10M+ 3D ObjectsNeural Information Processing Systems (NeurIPS), 2023 Matt Deitke Ruoshi Liu Matthew Wallingford Huong Ngo Oscar Michel ... Carl Vondrick Georgia Gkioxari Kiana Ehsani Ludwig Schmidt Ali Farhadi 252 628 0 11 Jul 2023
Self-supervised adversarial masking for 3D point cloud representation learningAsian Conference on Intelligent Information and Database Systems (ACIIDS), 2023 Michal Szachniewicz Wojciech Kozlowski Michal Stypulkowski Maciej Ziȩba 3DPC 150 2 0 11 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A SurveyIEEE Access (IEEE Access), 2023 Hanieh Naderi Ivan V. Bajić 3DPC 329 10 0 01 Jul 2023
Towards Open Vocabulary Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 390 213 0 28 Jun 2023
Feature Adversarial Distillation for Point Cloud ClassificationInternational Conference on Information Photonics (ICIP), 2023 Yuxing Lee Wei-Chieh Wu 3DPC 102 3 0 25 Jun 2023
ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformersIEEE Access (IEEE Access), 2023 Ioannis Romanelis Vlassis Fotis Konstantinos Moustakas Adrian Munteanu ViT 3DPC 309 5 0 19 Jun 2023
UniG3D: A Unified 3D Object Generation Dataset Qinghong Sun Yangguang Li Zexia Liu Xiaoshui Huang Fenggang Liu Xihui Liu Wanli Ouyang Jing Shao 172 6 0 19 Jun 2023
A Universal Semantic-Geometric Representation for Robotic ManipulationConference on Robot Learning (CoRL), 2023 Tong Zhang Yingdong Hu Hanchen Cui Hang Zhao Yang Gao 208 26 0 18 Jun 2023
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification Abihith Kothapalli Ashkan Shahbazi Hengrong Du Robert Sheng Soheil Kolouri 3DPC 180 4 0 08 Jun 2023
Multi-View Representation is What You Need for Point-Cloud Pre-TrainingInternational Conference on Learning Representations (ICLR), 2023 Siming Yan Chen Song Youkang Kong Qi-Xing Huang 3DPC 438 4 0 05 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 241 8 0 02 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 383 35 0 31 May 2023
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sitian Shen Zilin Zhu Linqian Fan Harry Zhang Xinxiao Wu DiffM 310 32 0 25 May 2023
PointGPT: Auto-regressively Generative Pre-training from Point CloudsNeural Information Processing Systems (NeurIPS), 2023 Guang-Sheng Chen Meiling Wang Yi Yang Kai Yu Li-xin Yuan Yufeng Yue 3DPC 232 145 0 19 May 2023
Clifford Group Equivariant Neural NetworksNeural Information Processing Systems (NeurIPS), 2023 David Ruhe Johannes Brandstetter Patrick Forré 440 60 0 18 May 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World UnderstandingNeural Information Processing Systems (NeurIPS), 2023 Minghua Liu Ruoxi Shi Kaiming Kuang Yinhao Zhu Xuanlin Li Shizhong Han H. Cai Fatih Porikli Hao Su 3DPC 325 172 0 18 May 2023
ULIP-2: Towards Scalable Multimodal Pre-training for 3D UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Le Xue Ning Yu Shu Zhen Zhang Artemis Panagopoulou Junnan Li ... Jiajun Wu Caiming Xiong Ran Xu Juan Carlos Niebles Silvio Savarese 300 189 0 14 May 2023
Self-Supervised Learning for Point Clouds Data: A SurveyExpert systems with applications (ESWA), 2023 Changyu Zeng Wei Wang A. Nguyen Yutao Yue 3DPC 175 0 0 09 May 2023
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Li Jiang Zetong Yang Shaoshuai Shi Vladislav Golyanik Dengxin Dai Bernt Schiele 3DPC 218 13 0 08 May 2023
Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey Ben Fei Weidong Yang Liwen Liu Tian-jian Luo Rui Zhang Shouqing Yang Ying He 3DPC 212 25 0 08 May 2023
Incremental 3D Semantic Scene Graph Prediction from RGB SequencesComputer Vision and Pattern Recognition (CVPR), 2023 Shun-cheng Wu Keisuke Tateno Nassir Navab F. Tombari 3DPC 3DV 246 29 0 04 May 2023
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance SegmentationInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Guoqing Yang Fuyou Xue Tao Gui Ke Xie Chi-Wing Fu Hui Huang 3DV 174 37 0 04 May 2023
Analogy-Forming Transformers for Few-Shot 3D ParsingInternational Conference on Learning Representations (ICLR), 2023 N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 301 2 0 27 Apr 2023
Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation Zihao Li Pan Gao Hui Yuan Ran Wei M. Paul 3DPC ViT 129 8 0 27 Apr 2023
Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent with Learned Distance FunctionsComputer Vision and Pattern Recognition (CVPR), 2023 Yun He Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 185 81 0 24 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 161 1 0 22 Apr 2023
Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning? Hao Peng Baopu Li Bo Zhang Xin Chen Tao Chen Erik Cambria 3DPC 203 1 0 20 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 262 72 0 14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud PretrainingInternational Conference on Learning Representations (ICLR), 2023 Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 231 20 0 14 Apr 2023
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification Xian Wei Muyu Wang S. J. Lin Zhengyu Li Jian Yang Arafat Al-Jawari Xuan Tang 3DPC ViT 122 2 0 12 Apr 2023
A Closer Look at Few-Shot 3D Point Cloud ClassificationInternational Journal of Computer Vision (IJCV), 2022 Chuangguan Ye Erik Cambria Bo Zhang Tao Chen 3DPC 221 22 0 31 Mar 2023
Local region-learning modules for point cloud classificationMachine Vision and Applications (MVA), 2023 Kaya Turgut H. Dutagaci 3DPC 202 3 0 30 Mar 2023
Point2Vec for Self-Supervised Representation Learning on Point Clouds Karim Abou Zeid Jonas Schult Alexander Hermans Bastian Leibe 3DPC 157 44 0 29 Mar 2023
Self-positioning Point-based Transformer for Point Cloud UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 185 95 0 29 Mar 2023
ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud UnderstandingIEEE International Conference on Robotics and Automation (ICRA), 2023 Hongyu Sun Yongcai Wang Xudong Cai Xuewei Bai Deying Li ViT 3DPC 259 8 0 25 Mar 2023
PointGame: Geometrically and Adaptively Masked Auto-Encoder on Point CloudsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Yun-Hai Liu Xu Yan Zhilei Chen Zhiqi Li Zeyong Wei Mingqiang Wei 3DPC 160 6 0 23 Mar 2023
CP $^3$ : Channel Pruning Plug-in for Point-based NetworksComputer Vision and Pattern Recognition (CVPR), 2023 Yaomin Huang Ning Liu Zhengping Che Zhiyuan Xu Yaxin Peng Chaomin Shen Guixu Zhang Xinmei Liu Feifei Feng Jian Tang 3DPC 239 20 0 23 Mar 2023
CLIP $^2$ : Contrastive Language-Image-Point Pretraining from Real-World Point Cloud DataComputer Vision and Pattern Recognition (CVPR), 2023 Yi Zeng Chenhan Jiang Jiageng Mao Jianhua Han Chao Ye Qingqiu Huang Dit-Yan Yeung Zhen Yang Xiaodan Liang Hang Xu 3DPC VLM CLIP 211 94 0 22 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 379 97 0 20 Mar 2023
A Tiny Machine Learning Model for Point Cloud Object ClassificationAPSIPA Transactions on Signal and Information Processing (TASIP), 2023 Hao Fei Jintang Xue Pranav Kadam Hardik Prajapati Shan Liu C.-C. Jay Kuo 3DPC 211 1 0 20 Mar 2023
GAM : Gradient Attention Module of Optimization for Point Clouds AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2023 Haotian Hu Fanyi Wang Jingwen Su Hongtao Zhou Yaonong Wang Laifeng Hu Yanhao Zhang Zhiwang Zhang 3DPC 184 19 0 19 Mar 2023
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis Renrui Zhang Liuhui Wang Ziyu Guo Yali Wang Shiyang Feng Jiaming Song Jianbo Shi 3DPC 204 79 0 14 Mar 2023
PointPatchMix: Point Cloud Mixing with Patch ScoringAAAI Conference on Artificial Intelligence (AAAI), 2023 Yi Wang Jiaze Wang Jinpeng Li Zixu Zhao Guangyong Chen Anfeng Liu Pheng-Ann Heng 3DPC 143 9 0 12 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view ImagesComputer Vision and Pattern Recognition (CVPR), 2023 Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 244 223 0 10 Mar 2023
Point Cloud Classification Using Content-based Transformer via Clustering in Feature SpaceIEEE/CAA Journal of Automatica Sinica (IEEE/CAA JAS), 2023 Yahui Liu Bin Wang Yisheng Lv Lingxi Li Feiyue Wang ViT 3DPC 228 74 0 08 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point CloudsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Lin Wang ViT 3DPC 242 7 0 08 Mar 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference FrameAAAI Conference on Artificial Intelligence (AAAI), 2023 Yujing Lou Zelin Ye Yang You Nianjuan Jiang Jiangbo Lu Weiming Wang Lizhuang Ma Cewu Lu 3DPC 144 10 0 06 Mar 2023
PointCert: Point Cloud Classification with Deterministic Certified Robustness GuaranteesComputer Vision and Pattern Recognition (CVPR), 2023 Jinghuai Zhang Jinyuan Jia Hongbin Liu Neil Zhenqiang Gong 3DPC 190 12 0 03 Mar 2023
Image as Set of PointsInternational Conference on Learning Representations (ICLR), 2023 Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 159 63 0 02 Mar 2023
Nearest Neighbors Meet Deep Neural Networks for Point Cloud AnalysisIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Renrui Zhang Liuhui Wang Ziyu Guo Jianbo Shi 3DPC 253 11 0 01 Mar 2023