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
DRINet++: Efficient Voxel-as-point Point Cloud Segmentation Maosheng Ye Rui Wan Shuangjie Xu Tongyi Cao Qifeng Chen 3DPC 21 26 0 16 Nov 2021
TRIG: Transformer-Based Text Recognizer with Initial Embedding Guidance Yuefeng Tao Zhiwei Jia Runze Ma Shugong Xu ViT 23 6 0 16 Nov 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 19 1,638 0 15 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 77 332 0 11 Nov 2021
Dense Representative Tooth Landmark/axis Detection Network on 3D Model Guangshun Wei Zhiming Cui Jie Zhu Lei Yang Yuanfeng Zhou Pradeep Singh Min Gu Wenping Wang 22 9 0 08 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 89 97 0 07 Nov 2021
PatchFormer: An Efficient Point Transformer with Patch Attention Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 24 66 0 30 Oct 2021
Blending Anti-Aliasing into Vision Transformer Shengju Qian Hao Shao Yi Zhu Mu Li Jiaya Jia 28 20 0 28 Oct 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations Simon Giebenhain Bastian Goldlücke 3DPC 26 15 0 22 Oct 2021
Sinkformers: Transformers with Doubly Stochastic Attention Michael E. Sander Pierre Ablin Mathieu Blondel Gabriel Peyré 32 77 0 22 Oct 2021
Spatial-Temporal Transformer for 3D Point Cloud Sequences Yimin Wei Hao Liu Tingting Xie Qiuhong Ke Yulan Guo 3DPC ViT AI4TS 16 36 0 19 Oct 2021
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation Hui Shuai Lele Wu Qingshan Liu ViT 17 44 0 11 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
3D Unsupervised Region-Aware Registration Transformer Yu Hao Yi Fang 3DPC ViT 13 1 0 07 Oct 2021
Geometric Algebra Attention Networks for Small Point Clouds Matthew Spellings 3DPC 50 12 0 05 Oct 2021
PC $^2$ -PU: Patch Correlation and Point Correlation for Effective Point Cloud Upsampling Chen Long Wenxiao Zhang Ruihui Li Hao Wang Zhen Dong Bisheng Yang 3DPC 73 23 0 20 Sep 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 39 472 0 16 Sep 2021
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection Jiageng Mao Minzhe Niu Haoyue Bai Xiaodan Liang Hang Xu Chunjing Xu 3DPC 25 150 0 06 Sep 2021
Voxel Transformer for 3D Object Detection Jiageng Mao Yujing Xue Minzhe Niu Haoyue Bai Jiashi Feng Xiaodan Liang Hang Xu Chunjing Xu 3DPC ViT 38 404 0 06 Sep 2021
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation Ziniu Wan Zhengjia Li Maoqing Tian Jianbo Liu Shuai Yi Hongsheng Li 3DH 35 80 0 06 Sep 2021
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition Xinwei He Shuyang Cheng Dingkang Liang S. Bai Xi Wang Yingying Zhu 3DPC 33 1 0 03 Sep 2021
Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes Chao Sun Zhedong Zheng Xiaohan Wang Mingliang Xu Yi Yang 3DPC SSL 21 24 0 01 Sep 2021
Improving 3D Object Detection with Channel-wise Transformer Hualian Sheng Sijia Cai Yuan Liu Bing Deng Jianqiang Huang Xiansheng Hua Mingbi Zhao ViT 3DPC 30 233 0 23 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 45 135 0 18 Aug 2021
PnP-3D: A Plug-and-Play for 3D Point Clouds Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 27 0 16 Aug 2021
Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views Xin Wei Yifei Gong Fudong Wang Xing Sun Jian Sun 22 16 0 16 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 80 0 14 Aug 2021
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification Shyam A. Tailor R. D. Jong Tiago Azevedo Matthew Mattina Partha P. Maji 3DPC GNN 28 12 0 13 Aug 2021
PVT: Point-Voxel Transformer for Point Cloud Learning Cheng Zhang Haocheng Wan Xinyi Shen Zizhao Wu 3DPC ViT 34 81 0 13 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 46 227 0 10 Aug 2021
TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding Dailan He Yusheng Zhao Junyu Luo Tianrui Hui Shaofei Huang Aixi Zhang Si Liu ViT 18 94 0 05 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
ManiSkill: Generalizable Manipulation Skill Benchmark with Large-Scale Demonstrations Tongzhou Mu Z. Ling Fanbo Xiang Derek Yang Xuanlin Li Stone Tao Zhiao Huang Zhiwei Jia Hao Su 39 130 0 30 Jul 2021
Learning with Noisy Labels for Robust Point Cloud Segmentation Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 31 51 0 29 Jul 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 53 330 0 29 Jul 2021
VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation Zeyu Hu Xuyang Bai Jiaxiang Shang Runze Zhang Jiayu Dong Xin Wang Guangyuan Sun Hongbo Fu Chiew-Lan Tai 3DPC 29 6 0 29 Jul 2021
Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point Clouds Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 34 13 0 28 Jul 2021
MKConv: Multidimensional Feature Representation for Point Cloud Analysis Sungmin Woo Dogyoon Lee Sangwon Hwang Woojin Kim Sangyoun Lee 3DPC 20 24 0 27 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance Segmentation Tong He Chunhua Shen Anton Van Den Hengel 3DPC 27 13 0 18 Jul 2021
Attention-based Vehicle Self-Localization with HD Feature Maps Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 35 2 0 16 Jul 2021
ABD-Net: Attention Based Decomposition Network for 3D Point Cloud Decomposition Siddharth Katageri S. V. Kudari Akshaykumar Gunari R. Tabib U. Mudenagudi 3DPC 14 5 0 09 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 29 22 0 07 Jul 2021
Point Cloud Registration using Representative Overlapping Points Lifa Zhu Dongrui Liu Changwei Lin Rui Yan Francisco Gómez Fernández Ninghua Yang Ziyong Feng 3DPC 27 24 0 06 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 18 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 39 56 0 25 Jun 2021
IA-RED $^2$ : Interpretability-Aware Redundancy Reduction for Vision Transformers Bowen Pan Yikang Shen Yi Ding Zhangyang Wang Rogerio Feris A. Oliva VLM ViT 39 153 0 23 Jun 2021
Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition Ziyuan Huang Zhiwu Qing Xiang Wang Yutong Feng Shiwei Zhang Jianwen Jiang Zhurong Xia Mingqian Tang Nong Sang M. Ang ViT 27 11 0 09 Jun 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration Tianlong Chen Yu Cheng Zhe Gan Lu Yuan Lei Zhang Zhangyang Wang ViT 18 216 0 08 Jun 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 39 53 0 08 Jun 2021
Refiner: Refining Self-attention for Vision Transformers Daquan Zhou Yujun Shi Bingyi Kang Weihao Yu Zihang Jiang Yuan Li Xiaojie Jin Qibin Hou Jiashi Feng ViT 29 59 0 07 Jun 2021