PCT: Point cloud transformer

17 December 2020

Papers citing "PCT: Point cloud transformer"

48 / 198 papers shown

Title
PartGlot: Learning Shape Part Segmentation from Language Reference Games Juil Koo Ian Huang Panos Achlioptas Leonidas J. Guibas Minhyuk Sung 3DPC 30 28 0 13 Dec 2021
Embracing Single Stride 3D Object Detector with Sparse Transformer Lue Fan Ziqi Pang Tianyuan Zhang Yu-xiong Wang Hang Zhao Feng Wang Naiyan Wang Zhaoxiang Zhang ViT 27 255 0 13 Dec 2021
FaceFormer: Speech-Driven 3D Facial Animation with Transformers Yingruo Fan Zhaojiang Lin Jun Saito Wenping Wang Taku Komura CVBM 43 195 0 10 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 21 32 0 09 Dec 2021
Fast Point Transformer Chunghyun Park Yoonwoo Jeong Minsu Cho Jaesik Park 3DPC ViT 30 168 0 09 Dec 2021
Neighborhood Spatial Aggregation MC Dropout for Efficient Uncertainty-aware Semantic Segmentation in Point Clouds Chao Qi Jianqin Yin UQCV 3DPC BDL 22 2 0 05 Dec 2021
CT-block: a novel local and global features extractor for point cloud Shangwei Guo Jun Li Zhengchao Lai Xiantong Meng Shaokun Han ViT 3DPC 19 2 0 30 Nov 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding Abdullah Hamdi Silvio Giancola Bernard Ghanem 3DPC 25 23 0 30 Nov 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 42 653 0 29 Nov 2021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 48 275 0 29 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 28 11 0 29 Nov 2021
On the Integration of Self-Attention and Convolution Xuran Pan Chunjiang Ge Rui Lu S. Song Guanfu Chen Zeyi Huang Gao Huang SSL 41 287 0 29 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 25 6 0 26 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 29 51 0 24 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 39 98 0 22 Nov 2021
DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion Renrui Zhang Ziyao Zeng Ziyu Guo Xing Gao Kexue Fu Jianbo Shi 3DPC 22 26 0 19 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 71 330 0 11 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 85 97 0 07 Nov 2021
Sinkformers: Transformers with Doubly Stochastic Attention Michael E. Sander Pierre Ablin Mathieu Blondel Gabriel Peyré 29 76 0 22 Oct 2021
StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects Weiyu Liu Chris Paxton Tucker Hermans D. Fox 33 90 0 19 Oct 2021
Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction prediction Zhengkai Tu Connor W. Coley 30 90 0 19 Oct 2021
6D-ViT: Category-Level 6D Object Pose Estimation via Transformer-based Instance Representation Learning Lu Zou Zhangjin Huang Naijie Gu Guoping Wang ViT 31 45 0 10 Oct 2021
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds Min Zhang Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 36 17 0 24 Sep 2021
Efficient Object Manipulation to an Arbitrary Goal Pose: Learning-based Anytime Prioritized Planning Kechun Xu Hongxiang Yu Ren-Ping Huang Dashun Guo Yue Wang R. Xiong 41 12 0 22 Sep 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 59 137 0 09 Sep 2021
Classifying In-Place Gestures with End-to-End Point Cloud Learning Lizhi Zhao Xuequan Lu Mingde Zhao Meili Wang 3DPC 21 8 0 22 Aug 2021
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 26 1 0 20 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 39 134 0 18 Aug 2021
PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds Jiayao Shan Sifan Zhou Zheng Fang Yubo Cui ViT 25 79 0 14 Aug 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 32 225 0 10 Aug 2021
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding Network Zhengyi Liu Yuan Wang Zhengzheng Tu Yun Xiao Bin Tang ViT 32 142 0 09 Aug 2021
Investigating Attention Mechanism in 3D Point Cloud Object Detection Shi Qiu Yunfan Wu Saeed Anwar Chongyi Li 3DPC 25 29 0 02 Aug 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 42 329 0 29 Jul 2021
Query2Label: A Simple Transformer Way to Multi-Label Classification Shilong Liu Lei Zhang Xiao Yang Hang Su Jun Zhu 18 187 0 22 Jul 2021
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor Huayao Liu R. Liu Kailun Yang Jiaming Zhang Kunyu Peng Rainer Stiefelhagen 26 22 0 07 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 12 81 0 05 Jul 2021
Shape registration in the time of transformers Giovanni Trappolini Luca Cosmo Luca Moschella R. Marin Simone Melzi Emanuele Rodolà ViT 3DPC MedIm 30 56 0 25 Jun 2021
IA-RED $^2$ : Interpretability-Aware Redundancy Reduction for Vision Transformers Bowen Pan Rameswar Panda Yifan Jiang Zhangyang Wang Rogerio Feris A. Oliva VLM ViT 39 153 0 23 Jun 2021
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds Yanfei Su Weiquan Liu Zhimin Yuan Ming Cheng Zhihong Zhang Xuelun Shen Cheng-Yu Wang 3DPC 20 38 0 01 Jun 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 20 473 0 05 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 145 283 0 04 May 2021
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 36 73 0 27 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 60 1,222 0 22 Apr 2021
A novel time-frequency Transformer based on self-attention mechanism and its application in fault diagnosis of rolling bearings Yifei Ding M. Jia Qiuhua Miao Yudong Cao 16 268 0 19 Apr 2021
Learning dynamic and hierarchical traffic spatiotemporal features with Transformer Haoyang Yan Xiaolei Ma ViT AI4TS 16 150 0 12 Apr 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 53 973 0 04 Mar 2021
Point Cloud Transformers applied to Collider Physics Vinicius Mikuni F. Canelli ViT 14 55 0 09 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021