Deep Parametric Continuous Convolutional Neural Networks

17 January 2021

Shenlong Wang

Papers citing "Deep Parametric Continuous Convolutional Neural Networks"

50 / 131 papers shown

Title
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn Jan van Gemert 87 82 0 15 Oct 2021
Continuous Conditional Random Field Convolution for Point Cloud Segmentation Fei Yang Franck Davoine Huan Wang Zhong Jin 3DV 3DPC 48 34 0 12 Oct 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 164 154 0 05 Oct 2021
SPNet: Multi-Shell Kernel Convolution for Point Cloud Semantic Segmentation Yu-yang Li Chuanmao Fan Xu Wang Ye Duan 3DPC 35 4 0 23 Sep 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo Jing Liu Li Lu 3DPC 40 59 0 27 Aug 2021
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 34 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 45 135 0 18 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 41 57 0 13 Aug 2021
Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN (SRG-Net) Yao Hu Guohua Geng Kang Li Wei Zhou Xingxing Hao Xin Cao 34 2 0 28 Jul 2021
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling Qingyong Hu Bo Yang Linhai Xie Stefano Rosa Yulan Guo Zhihua Wang Niki Trigoni Andrew Markham 3DPC 25 178 0 06 Jul 2021
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey Yingjie Wang Qi Mao Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Houqiang Li Yanyong Zhang 3DPC 53 140 0 24 Jun 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian Dalca M. Sabuncu SSeg 41 15 0 21 May 2021
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding Ruibo Li Guosheng Lin Tong He Fayao Liu Chunhua Shen 3DPC 46 56 0 17 May 2021
Point Cloud Learning with Transformer Xian-Feng Han Yuming Kuang ViT 48 33 0 28 Apr 2021
Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 41 17 0 10 Apr 2021
Bidirectional Projection Network for Cross Dimension Scene Understanding Wenbo Hu Hengshuang Zhao Li Jiang Jiaya Jia T. Wong 3DV 3DPC 29 131 0 26 Mar 2021
Volumetric Propagation Network: Stereo-LiDAR Fusion for Long-Range Depth Estimation Jaesung Choe Kyungdon Joo Tooba Imtiaz In So Kweon 3DPC MDE 28 34 0 24 Mar 2021
RangeDet:In Defense of Range View for LiDAR-based 3D Object Detection Lue Fan Xuan Xiong Feng Wang Nai-long Wang Zhaoxiang Zhang 3DPC 46 219 0 18 Mar 2021
LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment Fabian Duerr Mario Pfaller H. Weigel Jürgen Beyerer 3DPC 33 33 0 03 Mar 2021
InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring Zhihao Yuan Xu Yan Yinghong Liao Ruimao Zhang Sheng Wang Zhen Li Shuguang Cui 71 129 0 01 Mar 2021
LaneRCNN: Distributed Representations for Graph-Centric Motion Forecasting Wenyuan Zeng Ming Liang Renjie Liao R. Urtasun GNN 33 176 0 17 Jan 2021
PLUMENet: Efficient 3D Object Detection from Stereo Images Yan Wang Binh Yang Rui Hu Ming Liang R. Urtasun 3DPC 23 40 0 17 Jan 2021
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jingyu Gong Jiachen Xu Xin Tan Jie Zhou Yanyun Qu Yuan Xie Lizhuang Ma 3DPC 53 46 0 07 Jan 2021
Hausdorff Point Convolution with Geometric Priors Pengdi Huang Liqiang Lin Fuyou Xue Kai Xu Danny Cohen-Or Hui Huang 3DPC 31 3 0 24 Dec 2020
Multi-Task Multi-Sensor Fusion for 3D Object Detection Ming Liang Binh Yang Yun Chen Rui Hu R. Urtasun 3DPC 51 614 0 22 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 208 841 0 20 Dec 2020
On Learning the Right Attention Point for Feature Enhancement Liqiang Lin Pengdi Huang FU Chi-Wing XU Kai Hao Zhang Hui Huang 3DPC 36 7 0 11 Dec 2020
Occlusion Guided Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 27 29 0 30 Nov 2020
Spherical Interpolated Convolutional Network with Distance-Feature Density for 3D Semantic Segmentation of Point Clouds Guangming Wang Yehui Yang Huixin Zhang Zhe Liu Hesheng Wang 3DPC 25 25 0 27 Nov 2020
Trajectory Prediction using Equivariant Continuous Convolution Robin Walters Jinxi Li Rose Yu 26 44 0 21 Oct 2020
Probabilistic Numeric Convolutional Neural Networks Marc Finzi Roberto Bondesan Max Welling BDL AI4TS 34 13 0 21 Oct 2020
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 20 32 0 18 Sep 2020
Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene Xinke Li Chongshou Li Zekun Tong A. Lim Junsong Yuan Yuwei Wu Jing Tang Raymond Huang 3DPC 16 55 0 11 Aug 2020
PillarFlow: End-to-end Birds-eye-view Flow Estimation for Autonomous Driving Kuan-Hui Lee Matthew Kliemann Adrien Gaidon Jie Li Chao Fang Sudeep Pillai Wolfram Burgard 3DPC 29 20 0 03 Aug 2020
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds Jinxian Liu Minghui Yu Bingbing Ni Yen-Chun Chen 3DPC 27 26 0 27 Jul 2020
Virtual Multi-view Fusion for 3D Semantic Segmentation Abhijit Kundu Xiaoqi Yin Alireza Fathi David A. Ross B. Brewington Thomas Funkhouser C. Pantofaru 3DPC 25 167 0 26 Jul 2020
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 53 39 0 22 Jul 2020
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport Gilles Puy Alexandre Boulch Renaud Marlet 3DPC OT 139 183 0 22 Jul 2020
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 32 131 0 14 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng Zhang Xin Tong 3DPC 29 182 0 02 Jul 2020
From Discrete to Continuous Convolution Layers Assaf Shocher Ben Feinstein Niv Haim Michal Irani 19 17 0 19 Jun 2020
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review Yaodong Cui Ren‐Hao Chen Wenbo Chu Long Chen Daxin Tian Ying Li Dongpu Cao 3DPC 37 388 0 10 Apr 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 27 93 0 08 Apr 2020
Scan-based Semantic Segmentation of LiDAR Point Clouds: An Experimental Study Larissa T. Triess David Peter Christoph B. Rist Johann Marius Zöllner 3DPC 28 38 0 06 Apr 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 27 213 0 30 Mar 2020
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling Xu Yan Chaoda Zheng Zhuguo Li Sheng Wang Shuguang Cui 3DPC 43 546 0 01 Mar 2020
FPConv: Learning Local Flattening for Point Convolution Yiqun Lin Zizheng Yan Haibin Huang Dong Du Ligang Liu Shuguang Cui Xiaoguang Han 3DPC 22 145 0 25 Feb 2020
Continuous Geodesic Convolutions for Learning on 3D Shapes Zhangsihao Yang Or Litany Tolga Birdal Srinath Sridhar Leonidas J. Guibas 3DH 3DPC 3DV 18 29 0 06 Feb 2020
Quaternion Equivariant Capsule Networks for 3D Point Clouds Yongheng Zhao Tolga Birdal J. E. Lenssen Emanuele Menegatti Leonidas J. Guibas Federico Tombari 3DPC 28 88 0 27 Dec 2019
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling Wenkai Han Chenglu Wen Cheng-Yu Wang Xin Li Qing Li 3DPC 21 93 0 23 Dec 2019