Point-Voxel CNN for Efficient 3D Deep Learning

8 July 2019

Zhijian Liu

Song Han

Papers citing "Point-Voxel CNN for Efficient 3D Deep Learning"

50 / 318 papers shown

Title
PV-SSD: A Multi-Modal Point Cloud Feature Fusion Method for Projection Features and Variable Receptive Field Voxel Features Yongxin Shao Aihong Tan Zhetao Sun E. Zheng T. Yan Peng Liao 3DPC 25 1 0 13 Aug 2023
MS3D++: Ensemble of Experts for Multi-Source Unsupervised Domain Adaptation in 3D Object Detection Darren Tsai J. S. Berrio Mao Shan E. Nebot Stewart Worrall 3DPC 33 8 0 11 Aug 2023
DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds Chensheng Peng Guangming Wang Xian Wan Lo Xin Wu Chenfeng Xu M. Tomizuka Wei Zhan Hesheng Wang 3DPC 27 8 0 08 Aug 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 19 1 0 27 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 28 26 0 27 Jul 2023
Learned Gridification for Efficient Point Cloud Processing P. A. V. D. Linden David W. Romero Erik J. Bekkers 3DPC 20 2 0 22 Jul 2023
Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane Kun Han Shanlin Sun Xiaohui Xie 3DH MedIm 23 3 0 04 Jul 2023
DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation Shentong Mo Enze Xie Ruihang Chu Lewei Yao Lanqing Hong Matthias Nießner Zhenguo Li 23 62 0 04 Jul 2023
SUIT: Learning Significance-guided Information for 3D Temporal Detection Zheyuan Zhou Jiachen Lu Yi Zeng Hang Xu Li Zhang 3DPC 32 2 0 04 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 31 7 0 01 Jul 2023
DEKGCI: A double-sided recommendation model for integrating knowledge graph and user-item interaction graph Yajing Yang Zeyu Zeng Mao Chen Ruirui Shang 16 0 0 24 Jun 2023
A survey on deep learning approaches for data integration in autonomous driving system Xi Zhu Likang Wang Caifa Zhou Xiya Cao Yue Gong L. Chen 36 1 0 17 Jun 2023
Efficient 3D Semantic Segmentation with Superpoint Transformer Damien Robert Hugo Raguet Loic Landrieu ViT 19 45 0 13 Jun 2023
3D molecule generation by denoising voxel grids Pedro H. O. Pinheiro Joshua Rackers J. Kleinhenz Michael R. Maser Omar Mahmood Andrew Watkins Stephen Ra Vishnu Sresht Saeed Saremi DiffM 34 20 0 13 Jun 2023
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI Matthew Lyon Paul Armitage Mauricio A. Alvarez DiffM MedIm 12 4 0 01 Jun 2023
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation Xiaoliang Ju Zhaoyang Huang Yijin Li Guofeng Zhang Yu Qiao Hongsheng Li 19 7 0 01 Jun 2023
Point Cloud Completion Guided by Prior Knowledge via Causal Inference Songxue Gao Chuanqi Jiao Ruidong Chen Weijie Wang Weizhi Nie 3DPC 22 0 0 28 May 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Bo Yang Bing Wang Bo Li 3DPC 20 40 0 25 May 2023
Multi-modal Machine Learning for Vehicle Rating Predictions Using Image, Text, and Parametric Data Hanqi Su Binyang Song Faez Ahmed 23 6 0 24 May 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 26 5 0 24 May 2023
PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer Honghui Yang Wenxiao Wang Minghao Chen Binbin Lin Tong He Huaguan Chen Xiaofei He Wanli Ouyang 3DPC ViT 27 34 0 11 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 14 0 0 10 May 2023
DQS3D: Densely-matched Quantization-aware Semi-supervised 3D Detection Huanhuan Gao Beiwen Tian Pengfei Li Hao Zhao Guyue Zhou 3DPC MQ 26 15 0 25 Apr 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei-Ming Shen Qi Tian 36 43 0 24 Apr 2023
SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes K. Cherenkova Elona Dupont Anis Kacem Ilya Arzhannikov Gleb Gusev Djamila Aouada 3DPC 30 15 0 13 Apr 2023
Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes A. Patil Supriya Gadi Patil Manyi Li Matthew Fisher Manolis Savva Haotong Zhang 3DV 32 17 0 06 Apr 2023
Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework Ziyin Zeng Qingyong Hu Zhong Xie Jian Zhou Yongyang Xu 3DPC 27 9 0 03 Apr 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds Aoran Xiao Jiaxing Huang Weihao Xuan Ruijie Ren Kangcheng Liu Dayan Guan Abdulmotaleb El Saddik Shijian Lu Eric P. Xing 21 42 0 03 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 38 1 0 31 Mar 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 33 57 0 29 Mar 2023
LinK: Linear Kernel for LiDAR-based 3D Perception Tao Lu Xiang Ding Haisong Liu Gangshan Wu Liming Wang 35 36 0 28 Mar 2023
Instant Domain Augmentation for LiDAR Semantic Segmentation Kwonyoung Ryu Soonmin Hwang Jaesik Park 3DPC 24 19 0 25 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D Structure Colton Stearns Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas J. Guibas 3DPC 13 1 0 21 Mar 2023
Semantic 3D scene segmentation for robotic assembly process execution Andreas Wiedholz S. Wucherer Simon Dietrich 3DPC 27 0 0 20 Mar 2023
MSF: Motion-guided Sequential Fusion for Efficient 3D Object Detection from Point Cloud Sequences Chenhang He Ruihuang Li Yabin Zhang Shuai Li Lei Zhang 3DPC 42 15 0 15 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 Peng Gao Hongsheng Li Jianbo Shi 3DPC 24 52 0 14 Mar 2023
Point Cloud Diffusion Models for Automatic Implant Generation Paul Friedrich J. Wolleb Florentin Bieder F. Thieringer Philippe C. Cattin 22 18 0 14 Mar 2023
GECCO: Geometrically-Conditioned Point Diffusion Models M. Tyszkiewicz Pascal Fua Eduard Trulls DiffM 23 21 0 10 Mar 2023
Rethinking Range View Representation for LiDAR Segmentation Lingdong Kong You-Chen Liu Runnan Chen Yuexin Ma Xinge Zhu Yikang Li Yuenan Hou Yu Qiao Ziwei Liu 3DPC 44 109 0 09 Mar 2023
Applying Plain Transformers to Real-World Point Clouds Lanxiao Li M. Heizmann 3DPC ViT 26 3 0 28 Feb 2023
Attention-based Point Cloud Edge Sampling Chengzhi Wu Junwei Zheng Julius Pfrommer Jürgen Beyerer 3DPC 30 50 0 28 Feb 2023
$PC^2$ : Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction Luke Melas-Kyriazi Christian Rupprecht Andrea Vedaldi DiffM 54 80 0 21 Feb 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions Binyang Song Ruilin Zhou Faez Ahmed AI4CE 35 40 0 14 Feb 2023
PCV: A Point Cloud-Based Network Verifier A. Sarker Farzana Yasmin Ahmad Matthew B. Dwyer AAML 3DPC 25 1 0 27 Jan 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 24 4 0 26 Jan 2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han 29 64 0 20 Jan 2023
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou ViT 30 56 0 11 Jan 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Bernard Ghanem 3DPC 3DV 31 6 0 27 Dec 2022
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program Tiange Luo Honglak Lee Justin Johnson 33 5 0 25 Dec 2022
SupeRGB-D: Zero-shot Instance Segmentation in Cluttered Indoor Environments Evin Pınar Örnek Aravindhan K. Krishnan Shreekant Gayaka Cheng-Hao Kuo Arnie Sen Nassir Navab F. Tombari 18 7 0 22 Dec 2022