Point Transformer

2 November 2020

Nico Engel

Vasileios Belagiannis

Klaus C. J. Dietmayer

3DPC

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Papers citing "Point Transformer"

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Title
APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification Tao Lu Chunxu Liu You-ren Chen Gangshan Wu Limin Wang 3DPC 36 6 0 02 May 2022
Where in the World is this Image? Transformer-based Geo-localization in the Wild Shraman Pramanick E. Nowara Joshua Gleason Carlos D. Castillo Rama Chellappa ViT 21 30 0 29 Apr 2022
Density-preserving Deep Point Cloud Compression Yun He Xinlin Ren Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 22 50 0 27 Apr 2022
Revealing Occlusions with 4D Neural Fields Basile Van Hoorick Purva Tendulkar Dídac Surís Dennis Park Simon Stent Carl Vondrick 32 16 0 22 Apr 2022
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation Damien Robert Bruno Vallet Loic Landrieu 3DPC 31 71 0 15 Apr 2022
HiTPR: Hierarchical Transformer for Place Recognition in Point Cloud Zhixing Hou Yan Yan Chengzhong Xu Hui Kong ViT 27 24 0 12 Apr 2022
Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition Axel Berg Magnus Oskarsson Mark O'Connor 3DPC ViT 29 26 0 08 Apr 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming Yang 3DPC 47 39 0 05 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Peng Gao Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 30 18 0 03 Apr 2022
Deep Algebraic Fitting for Multiple Circle Primitives Extraction from Raw Point Clouds Zeyong Wei Honghua Chen Hao Tang Qian Xie Mingqiang Wei Jun Wang 3DPC 21 1 0 02 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 41 59 0 01 Apr 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 40 20 0 30 Mar 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 35 271 0 30 Mar 2022
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian Jihyun Lee Minhyuk Sung Hyun-jung Kim Tae-Kyun Kim 3DH 21 3 0 29 Mar 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 42 52 0 29 Mar 2022
Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images Heming Zhu Lingteng Qiu Yuda Qiu Xiaoguang Han 3DH AI4CE 37 35 0 28 Mar 2022
Stratified Transformer for 3D Point Cloud Segmentation Xin Lai Jianhui Liu Li Jiang Liwei Wang Hengshuang Zhao Shu Liu Xiaojuan Qi Jiaya Jia 3DPC ViT 35 263 0 28 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 33 17 0 26 Mar 2022
DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers Yan Yang Zakir Hossain Khan Asif Liyuan Pan Shafin Rahman Eric A. Stone 11 4 0 23 Mar 2022
Learning to Censor by Noisy Sampling Ayush Chopra Abhinav Java Abhishek Singh Vivek Sharma Ramesh Raskar 3DPC 29 0 0 23 Mar 2022
Test-time Adaptation with Slot-Centric Models Mihir Prabhudesai Anirudh Goyal S. Paul Sjoerd van Steenkiste Mehdi S. M. Sajjadi Gaurav Aggarwal Thomas Kipf Deepak Pathak Katerina Fragkiadaki TTA 26 9 0 21 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 21 164 0 21 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 27 8 0 21 Mar 2022
Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds Chenhang He Ruihuang Li Shuai Li Lei Zhang ViT 3DPC 27 163 0 19 Mar 2022
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation Changfeng Ma Yang Yang Jie Guo Chongjun Wang Yan Guo 3DPC 22 3 0 18 Mar 2022
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes Mutian Xu P. Chen Haolin Liu Xiaoguang Han 3DPC LM&Ro 19 10 0 17 Mar 2022
Deep Point Cloud Simplification for High-quality Surface Reconstruction Yuanqi Li Jianwei Guo Xinran Yang Shun Liu Jie Guo Xiaopeng Zhang Yanwen Guo 3DPC 33 2 0 17 Mar 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 16 63 0 17 Mar 2022
PointAttN: You Only Need Attention for Point Cloud Completion Jun Wang Yinghan Cui Dongyan Guo Junxia Li Qingshan Liu Chunhua Shen 3DPC 35 46 0 16 Mar 2022
Unified Visual Transformer Compression Shixing Yu Tianlong Chen Jiayi Shen Huan Yuan Jianchao Tan Sen Yang Ji Liu Zhangyang Wang ViT 22 92 0 15 Mar 2022
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding Hanrong Ye Dan Xu ViT 28 84 0 15 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 33 454 0 13 Mar 2022
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy Tianlong Chen Zhenyu Zhang Yu Cheng Ahmed Hassan Awadallah Zhangyang Wang ViT 41 37 0 12 Mar 2022
DuMLP-Pin: A Dual-MLP-dot-product Permutation-invariant Network for Set Feature Extraction Jiajun Fei Ziyu Zhu Wenlei Liu Zhidong Deng Mingyang Li Huanjun Deng Shuo Zhang 3DPC 10 6 0 08 Mar 2022
Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction to Treat Diabetic Foot Ulcers H. Chae Seunghwan Lee H. Son Seungjae Han T. Lim MedIm 47 3 0 08 Mar 2022
Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work Khawar Islam ViT 28 45 0 03 Mar 2022
A Unified Query-based Paradigm for Point Cloud Understanding Zetong Yang Li Jiang Yanan Sun Bernt Schiele Jiaya Jia 3DPC 27 38 0 02 Mar 2022
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Dening Lu Qian Xie Linlin Xu Jonathan Li 3DV 21 68 0 02 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 16 252 0 01 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 21 71 0 28 Feb 2022
PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds Yushuang Wu Zizheng Yan Shengcai Cai Guanbin Li Yizhou Yu Xiaoguang Han Shuguang Cui 3DPC 3DV 33 16 0 22 Feb 2022
PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling Xingye Chen Yiqi Wu Wenjie Xu Jin Li Huaiyi Dong Yilin Chen 3DPC 23 11 0 21 Feb 2022
ARM3D: Attention-based relation module for indoor 3D object detection Yuqing Lan Yao Duan Chenyi Liu Chenyang Zhu Yueshan Xiong Hui Huang Kai Xu ViT 3DPC 44 18 0 20 Feb 2022
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths Xin Wen Peng Xiang Zhizhong Han Yaru Cao Pengfei Wan Wen Zheng Yu-Shen Liu 3DPC 32 119 0 19 Feb 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yaru Cao Pengfei Wan Wen Zheng Zhizhong Han 3DPC 41 64 0 18 Feb 2022
Point cloud completion via structured feature maps using a feedback network Zejia Su Haibin Huang Chongyang Ma Hui Huang Ruizhen Hu 3DPC 31 6 0 17 Feb 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 19 584 0 15 Feb 2022
Geometric Transformer for Fast and Robust Point Cloud Registration Zheng Qin Hao Yu Changjian Wang Yulan Guo Yuxing Peng Kaiping Xu ViT 3DPC 35 291 0 14 Feb 2022
Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model En Yen Puang Hao Zhang Hongyuan Zhu Wei Jing 3DPC 30 8 0 13 Feb 2022
LighTN: Light-weight Transformer Network for Performance-overhead Tradeoff in Point Cloud Downsampling Xu Wang Yi Jin Yigang Cen Tao Wang Bowen Tang Yidong Li ViT 22 28 0 13 Feb 2022