Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

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Title
REPS: Reconstruction-based Point Cloud Sampling Guoqing Zhang Wenbo Zhao Jian Liu Xianming Liu 3DPC 30 0 0 08 Mar 2024
MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding Chun-Peng Chang Shaoxiang Wang A. Pagani Didier Stricker 40 7 0 05 Mar 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 49 5 0 24 Feb 2024
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data Majid Farhadloo Arun Sharma Jayant Gupta Alexey A. Leontovich Svetomir N. Markovic Shashi Shekhar 26 4 0 22 Feb 2024
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction Junjian Lu Siwei Liu Dmitrii Kobylianski Etienne Dreyer Eilam Gross Houcheng Su 32 3 0 18 Feb 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data Carmen Martin-Turrero Maxence Bouvier Manuel Breitenstein Pietro Zanuttigh Vincent Parret 28 4 0 02 Feb 2024
Disentangled Condensation for Large-scale Graphs Zhenbang Xiao Shunyu Liu Yu Wang Tongya Zheng Mingli Song Mingli Song Tongya Zheng DD 81 6 0 18 Jan 2024
Exploiting Hierarchical Interactions for Protein Surface Learning Yiqun Lin Liang Pan Yi Li Ziwei Liu Xiaomeng Li 32 1 0 17 Jan 2024
PartSTAD: 2D-to-3D Part Segmentation Task Adaptation Hyunjin Kim Minhyuk Sung 51 8 0 11 Jan 2024
Surface Normal Estimation with Transformers Barry Shichen Hu Siyun Liang Johannes Paetzold H. Nguyen Isao Echizen Jiapeng Tang ViT 3DPC 28 0 0 11 Jan 2024
BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning Xiangyang Miao Guobao Xiao Shiping Wang Jun Yu 3DV SSL 25 6 0 07 Jan 2024
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations Rui She Sijie Wang Qiyu Kang Kai Zhao Yang Song Wee Peng Tay Tianyu Geng Xingchao Jian DiffM 3DPC 41 2 0 06 Jan 2024
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation Xiawei Li Qingyuan Xu Jing Zhang Tianyi Zhang Qian Yu Lu Sheng Dong Xu 24 3 0 27 Dec 2023
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis Xingyilang Yin Xi Yang Liangchen Liu Nannan Wang Xinbo Gao 3DPC 31 3 0 20 Dec 2023
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 40 0 0 18 Dec 2023
LEMON: Learning 3D Human-Object Interaction Relation from 2D Images Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Zheng-Jun Zha 25 23 0 14 Dec 2023
RMS: Redundancy-Minimizing Point Cloud Sampling for Real-Time Pose Estimation Pavel Petráček Kostas Alexis Martin Saska 3DPC 37 3 0 12 Dec 2023
M3SOT: Multi-frame, Multi-field, Multi-space 3D Single Object Tracking Jiaming Liu Yue Wu Maoguo Gong Qiguang Miao Wenping Ma Can Qin 13 7 0 11 Dec 2023
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams Chaoyi Chen Dechao Gao Yanfeng Zhang Qiange Wang Zhenbo Fu Xuecang Zhang Junhua Zhu Yu Gu Ge Yu GNN 43 5 0 05 Dec 2023
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding Guofeng Mei Luigi Riz Yiming Wang Fabio Poiesi 3DPC 30 6 0 04 Dec 2023
Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Guangming Zhu Siyuan Wang Qing Cheng Kelong Wu Hao Li Liang Zhang 28 2 0 30 Nov 2023
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds Prashant Kumar Kshitij Madhav Bhat Vedang Bhupesh Shenvi Nadkarni P. K. Kalra 27 2 0 29 Nov 2023
A Graph-Based Approach for Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 23 10 0 29 Nov 2023
StructRe: Rewriting for Structured Shape Modeling Jie-Chao Wang Hao Pan Yang Liu Xin Tong Taku Komura Wenping Wang 24 0 0 29 Nov 2023
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation Tuan-Anh Vu Srinjay Sarkar Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 37 1 0 22 Nov 2023
Differentiable Visual Computing for Inverse Problems and Machine Learning Andrew Spielberg Fangcheng Zhong Konstantinos Rematas Krishna Murthy Jatavallabhula Cengiz Öztireli Tzu-Mao Li Derek Nowrouzezahrai 48 7 0 21 Nov 2023
PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification Zhihan Yang Zhiming Cheng Tengjin Weng Shucheng He Yaqi Wang Xin Ye Shuai Wang MedIm 11 1 0 20 Nov 2023
Multiscale Hodge Scattering Networks for Data Analysis Naoki Saito Stefan C. Schonsheck Eugene Shvarts 37 1 0 17 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 16 7 0 10 Nov 2023
Non-Rigid Shape Registration via Deep Functional Maps Prior Puhua Jiang Mingze Sun Ruqi Huang 34 10 0 08 Nov 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 16 1 0 29 Oct 2023
ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty Joey Wilson Yuewei Fu Joshua Friesen Parker Ewen Andrew Capodieci P. Jayakumar Kira Barton Maani Ghaffari 24 9 0 24 Oct 2023
Learning Generalizable Manipulation Policies with Object-Centric 3D Representations Yifeng Zhu Zhenyu Jiang Peter Stone Yuke Zhu 3DPC 24 43 0 22 Oct 2023
iPUNet:Iterative Cross Field Guided Point Cloud Upsampling Guangshun Wei Hao Pan Shaojie Zhuang Yuanfeng Zhou Changjian Li 3DPC 29 5 0 13 Oct 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois C. Knoll 3DPC 20 0 0 13 Oct 2023
S4C: Self-Supervised Semantic Scene Completion with Neural Fields Adrian Hayler Felix Wimbauer Dominik Muhle Christian Rupprecht Daniel Cremers 21 22 0 11 Oct 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 29 1 0 11 Oct 2023
AtomSurf : Surface Representation for Learning on Protein Structures Vincent Mallet Souhaib Attaiki M. Ovsjanikov 42 3 0 28 Sep 2023
Q-REG: End-to-End Trainable Point Cloud Registration with Surface Curvature Yucheng Shi Dániel Baráth Marc Pollefeys Iro Armeni 3DPC 49 3 0 27 Sep 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 22 6 0 20 Sep 2023
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation Tuan V. Vo Minh Nhat Vu Baoru Huang Toan Tien Nguyen Ngan Le T. Vo Anh Nguyen 3DPC 19 10 0 19 Sep 2023
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions Jie Wang Lihe Ding Tingfa Xu Shaocong Dong Xinli Xu Long Bai Jianan Li 3DPC 33 5 0 19 Sep 2023
CNS: Correspondence Encoded Neural Image Servo Policy An-Jen Chen Hongxiang Yu Yue Wang Rong Xiong 3DV 24 3 0 16 Sep 2023
FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization Nan Ma Mohan Wang Yiheng Han Yong-Jin Liu 21 3 0 16 Sep 2023
Leveraging SE(3) Equivariance for Learning 3D Geometric Shape Assembly Ruihai Wu Chenrui Tie Yushi Du Yan Zhao Hao Dong 34 19 0 13 Sep 2023
Dynamic Hyperbolic Attention Network for Fine Hand-object Reconstruction Zhiying Leng Shun-cheng Wu Mahdi Saleh Antonio Montanaro Hao Yu Yin Wang Nassir Navab Xiaohui Liang Federico Tombari 3DH 26 7 0 06 Sep 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 29 9 0 31 Aug 2023
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition Ruijie Yao Sheng Jin Lumin Xu Wang Zeng Wentao Liu Chao Qian Ping Luo Ji Wu 28 2 0 28 Aug 2023
SieveNet: Selecting Point-Based Features for Mesh Networks Shengchao Yuan Yishun Dou Rui Shi Bingbing Ni Zhong Zheng 3DPC 30 0 0 24 Aug 2023
Refining 6-DoF Grasps with Context-Specific Classifiers Tasbolat Taunyazov Heng Zhang John Patrick Eala Na Zhao Harold Soh 27 2 0 14 Aug 2023