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Point Transformer V2: Grouped Vector Attention and Partition-based Pooling

Neural Information Processing Systems (NeurIPS), 2022

11 October 2022

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Papers citing "Point Transformer V2: Grouped Vector Attention and Partition-based Pooling"

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Title
LiDAR-HMR: 3D Human Mesh Recovery from LiDAR Bohao Fan Wenzhao Zheng Jianjiang Feng Jie Zhou 3DH 232 9 0 20 Nov 2023
Registered and Segmented Deformable Object Reconstruction from a Single View Point CloudIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 P. Henrich B. Gyenes Paul Maria Scheikl Gerhard Neumann F. Mathis-Ullrich 160 5 0 13 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 166 15 0 10 Nov 2023
OmniVec: Learning robust representations with cross modal sharingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Siddharth Srivastava Gaurav Sharma SSL 224 81 0 07 Nov 2023
UniPAD: A Universal Pre-training Paradigm for Autonomous DrivingComputer Vision and Pattern Recognition (CVPR), 2023 Honghui Yang Sha Zhang Di Huang Xiaoyang Wu Haoyi Zhu ... Hengshuang Zhao Qibo Qiu Binbin Lin Xiaofei He Wanli Ouyang SSL 271 70 0 12 Oct 2023
NSM4D: Neural Scene Model Based Online 4D Point Cloud Sequence Understanding Yuhao Dong Zhuoyang Zhang Yunze Liu Li Yi 244 4 0 12 Oct 2023
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm Haoyi Zhu Honghui Yang Xiaoyang Wu Di Huang Sha Zhang ... Hengshuang Zhao Chunhua Shen Yu Qiao Tong He Wanli Ouyang SSL 481 54 0 12 Oct 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 273 5 0 11 Oct 2023
CSI: Enhancing the Robustness of 3D Point Cloud Recognition against Corruption Zhuoyuan Wu Jiachen Sun Chaowei Xiao 3DPC 183 1 0 05 Oct 2023
Point Neighborhood Embeddings Pedro Hermosilla 3DPC 207 0 0 03 Oct 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric WordsIEEE International Conference on Computer Vision (ICCV), 2023 Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 178 10 0 20 Sep 2023
Mask-Attention-Free Transformer for 3D Instance SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Xin Lai Yuhui Yuan Ruihang Chu Yukang Chen Han Hu Jiaya Jia MedIm ISeg 3DPC 231 44 0 04 Sep 2023
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2023 Zhening Huang Xiaoyang Wu Xi Chen Hengshuang Zhao Lei Zhu Joan Lasenby ISeg 3DPC VLM 358 79 0 01 Sep 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 181 21 0 31 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 169 74 0 18 Aug 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 266 12 0 18 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided EnhancementACM Multimedia (ACM MM), 2023 Zhen-Hu Ning Zhuotao Tian Guangming Lu Wenjie Pei 3DPC 193 23 0 06 Aug 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 196 28 0 27 Jul 2023
Clustering based Point Cloud Representation Learning for 3D AnalysisIEEE International Conference on Computer Vision (ICCV), 2023 Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 195 42 0 27 Jul 2023
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Lizhao Liu Zhuangwei Zhuang Shan Huang Xu Xiao Tian-Zhu Xiang Cen Chen Jingdong Wang Zhuliang Yu 3DPC 219 26 0 19 Jul 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 176 4 0 08 Jun 2023
SAM3D: Segment Anything in 3D Scenes Yu-nuo Yang Xiaoyang Wu Tongyao He Hengshuang Zhao Xihui Liu 3DPC 201 148 0 06 Jun 2023
Towards Label-free Scene Understanding by Vision Foundation ModelsNeural Information Processing Systems (NeurIPS), 2023 Runnan Chen You-Chen Liu Lingdong Kong Nenglun Chen Xinge Zhu Yuexin Ma Tongliang Liu Wenping Wang VLM 148 65 0 06 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 229 8 0 02 Jun 2023
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color ContrastACM Multimedia (ACM MM), 2023 Guo Fan Zekun Qi Wenkai Shi Kaisheng Ma 3DPC SSL 351 17 0 31 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D SegmentationNeural Information Processing Systems (NeurIPS), 2023 Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 235 18 0 25 May 2023
OctFormer: Octree-based Transformers for 3D Point CloudsACM Transactions on Graphics (TOG), 2023 Peng-Shuai Wang ViT 3DPC 255 134 0 04 May 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Cristiano Saltori Aljovsa Ovsep Elisa Ricci Laura Leal-Taixé 258 19 0 23 Apr 2023
Transformer-Based Visual Segmentation: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 326 234 0 19 Apr 2023
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingComputational Visual Media (CVM), 2023 Yu-Qi Yang Yu-Xiao Guo Jiangfeng Xiong Yang Liu Hao Pan Peng-Shuai Wang Xin Tong B. Guo ViT 272 136 0 14 Apr 2023
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding Hengjia Li Tu Zheng Zhihao Chi Zheng Yang Wenxiao Wang Boxi Wu Binbin Lin Deng Cai 3DPC 200 1 0 31 Mar 2023
Scalable, Detailed and Mask-Free Universal Photometric StereoComputer Vision and Pattern Recognition (CVPR), 2023 Satoshi Ikehata 184 51 0 28 Mar 2023
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 185 0 0 26 Mar 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation LearningComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoyang Wu Xin Wen Xihui Liu Hengshuang Zhao 3DPC 240 53 0 24 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D StructureComputer Vision and Pattern Recognition (CVPR), 2023 Jiahui Lei Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas Guibas 3DPC 269 4 0 21 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 222 7 0 08 Mar 2023
BPT: Binary Point Cloud Transformer for Place Recognition Zhixing Hou Yuzhang Shang Tian Gao Yan Yan MQ ViT 175 3 0 02 Mar 2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han 224 101 0 20 Jan 2023
Long Range Pooling for 3D Large-Scale Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 141 3 0 17 Jan 2023
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation Yueze Wang Yongping Xiong C. Chiu Fangyu Liu Xiangyang Gong 3DPC ViT 180 14 0 17 Jan 2023
Hierarchical Point Attention for Indoor 3D Object DetectionIEEE International Conference on Robotics and Automation (ICRA), 2023 Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 311 2 0 06 Jan 2023
GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point CloudsComputer Vision and Pattern Recognition (CVPR), 2022 Honghui Yang Tong He Jiaheng Liu Huaguan Chen Boxi Wu Binbin Lin Xiaofei He Wanli Ouyang 294 89 0 06 Dec 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 253 12 0 13 Nov 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented PerspectiveIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 259 122 0 27 Sep 2022
Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud SegmentationNeurocomputing (Neurocomputing), 2022 H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 263 14 0 20 Sep 2022
PointConvFormer: Revenge of the Point-based ConvolutionComputer Vision and Pattern Recognition (CVPR), 2022 Wenxuan Wu Li Fuxin Qi Shan 3DPC 292 36 0 04 Aug 2022
Mesh Convolution with Continuous Filters for 3D Surface Parsing Huan Lei Naveed Akhtar M. Shah Lin Wang 3DPC 390 11 0 03 Dec 2021
Language-Level Semantics Conditioned 3D Point Cloud Segmentation Bo Liu Shuang Deng Qiulei Dong Zhanyi Hu 3DPC 355 9 0 01 Jul 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Lin Wang 3DPC 375 82 0 09 Mar 2021