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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
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 106 0 0 24 Aug 2024
Improving Equivariant Model Training via Constraint Relaxation Stefanos Pertigkiozoglou Evangelos Chatzipantazis Shubhendu Trivedi Kostas Daniilidis 108 6 0 23 Aug 2024
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices Ao Zhou Jianlei Yang Yingjie Qi Tong Qiao Yumeng Shi Cenlin Duan Weisheng Zhao Chunming Hu GNN 64 1 0 23 Aug 2024
Positional Prompt Tuning for Efficient 3D Representation Learning Shaochen Zhang Zekun Qi Runpei Dong Xiuxiu Bai Xing Wei 103 6 0 21 Aug 2024
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining Qi Ma Yue Li Bin Ren N. Sebe E. Konukoglu Theo Gevers Luc Van Gool D. Paudel 3DGS 3DPC 118 16 0 20 Aug 2024
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation Jiawei Han Kaiqi Liu Wei Li Guangzhi Chen 100 2 0 20 Aug 2024
GPT-based Textile Pilling Classification Using 3D Point Cloud Data Yu Lu YuYu Chen Gang Zhou Zhenghua Lan 3DPC 16 0 0 20 Aug 2024
CHASE: 3D-Consistent Human Avatars with Sparse Inputs via Gaussian Splatting and Contrastive Learning Haoyu Zhao Hao Wang Chen Yang Wei Shen 3DH 95 5 0 19 Aug 2024
Learning Regularization for Graph Inverse Problems Moshe Eliasof Md Shahriar Rahim Siddiqui Carola-Bibiane Schönlieb Eldad Haber GNN 195 0 0 19 Aug 2024
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network Yuhao Pan Xiucheng Wang Zhiyao Xu Nan Cheng Wenchao Xu Jun-Jie Zhang 78 4 0 18 Aug 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 107 7 0 16 Aug 2024
HyperTaxel: Hyper-Resolution for Taxel-Based Tactile Signals Through Contrastive Learning Hongyu Li Snehal Dikhale Jinda Cui Soshi Iba Nawid Jamali 98 3 0 15 Aug 2024
CorrAdaptor: Adaptive Local Context Learning for Correspondence Pruning Wei Zhu Yicheng Liu Yuping He Tangfei Liao Kang Zheng Xiaoqiu Xu Tao Wang Tong Lu 56 0 0 15 Aug 2024
GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated Transformer Jinpeng Yu Binbin Huang Yuxuan Zhang Huaxia Li Xu Tang Shenghua Gao 3DPC 96 3 0 13 Aug 2024
Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset Stefano Puliti E. Lines Jana Mullerová Julian Frey Zoe Schindler ... Chris Hopkinson C. Torresan Enrico Tomelleri Hannah Weiser R. Astrup 103 5 0 12 Aug 2024
Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models Ioannis Romanelis Vlassios Fotis Athanasios P. Kalogeras Christos Alexakos Konstantinos Moustakas Adrian Munteanu 51 0 0 12 Aug 2024
RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation Zhiyuan Zhang Licheng Yang Zhiyu Xiang 3DPC 3DH 124 1 0 12 Aug 2024
Spb3DTracker: A Robust LiDAR-Based Person Tracker for Noisy Environment Eunsoo Im Changhyun Jee Jung Kwon Lee 101 1 0 12 Aug 2024
Sampling Foundational Transformer: A Theoretical Perspective Viet Anh Nguyen Minh Lenhat Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 110 0 0 11 Aug 2024
Evolutionary Neural Architecture Search for 3D Point Cloud Analysis Yisheng Yang Guodong DU C. Toa Jing Li Sim Kuan Goh 3DPC 57 3 0 10 Aug 2024
PointMT: Efficient Point Cloud Analysis with Hybrid MLP-Transformer Architecture Qiang Zheng Chao Zhang Jian Sun 119 2 0 10 Aug 2024
SAMSA: Efficient Transformer for Many Data Modalities Minh Lenhat Viet Anh Nguyen Khoa Nguyen Duong Duc Hieu Dao Huu Hung Truong-Son Hy 111 0 0 10 Aug 2024
Variational Bayesian Phylogenetic Inference with Semi-implicit Branch Length Distributions Tianyu Xie Frederick A. Matsen IV M. Suchard Cheng Zhang 54 1 0 09 Aug 2024
CLIP-based Point Cloud Classification via Point Cloud to Image Translation S. Ghose Manyi Li Yiming Qian Yang Wang 3DPC VLM 144 0 0 07 Aug 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 109 1 0 06 Aug 2024
3D Single-object Tracking in Point Clouds with High Temporal Variation Qiao Wu Kun Sun Pei An Mathieu Salzmann Yanning Zhang Jiaqi Yang 3DPC 94 3 0 04 Aug 2024
SiamMo: Siamese Motion-Centric 3D Object Tracking Yuxiang Yang Yingqi Deng Jing Zhang Hongjie Gu Jiawei Jiang 101 0 0 03 Aug 2024
Trainable Pointwise Decoder Module for Point Cloud Segmentation Bike Chen Woong Shin Antti Tikänmaki Hao Lu 3DPC 79 3 0 02 Aug 2024
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation Yuanzhi Su Siyuan Chen Yuan-Gen Wang CLL 145 3 0 02 Aug 2024
Enhancing Online Road Network Perception and Reasoning with Standard Definition Maps Hengyuan Zhang David Paz Yuliang Guo Arun Das Xinyu Huang Karsten Haug Henrik I. Christensen Liu Ren 90 4 0 01 Aug 2024
On-the-fly Point Feature Representation for Point Clouds Analysis Jiangyi Wang Zhongyao Cheng Na Zhao Jun Cheng Xulei Yang 3DPC 94 2 0 31 Jul 2024
Fine-grained Metrics for Point Cloud Semantic Segmentation Zhuheng Lu Ting Wu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 69 1 0 31 Jul 2024
DEF-oriCORN: efficient 3D scene understanding for robust language-directed manipulation without demonstrations Dongwon Son Sanghyeon Son Jaehyung Kim Beomjoon Kim LM&Ro 72 1 0 31 Jul 2024
Correspondence-Free SE(3) Point Cloud Registration in RKHS via Unsupervised Equivariant Learning Ray Zhang Zheming Zhou Min Sun Omid Ghasemalizadeh Cheng-Hao Kuo Ryan Eustice Maani Ghaffari Arnie Sen 3DPC 95 1 0 29 Jul 2024
Rethinking Attention Module Design for Point Cloud Analysis Chengzhi Wu Kaige Wang Zeyun Zhong Hao Fu Junwei Zheng Jiaming Zhang Julius Pfrommer Jürgen Beyerer 3DPC 109 2 0 27 Jul 2024
Towards the Dynamics of a DNN Learning Symbolic Interactions Qihan Ren Yang Xu Junpeng Zhang Yue Xin Dongrui Liu Quanshi Zhang 85 9 0 27 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 91 1 0 26 Jul 2024
Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Longkun Zou Wanru Zhu Ke Chen Lihua Guo K. Guo Kui Jia Yaowei Wang 3DPC ViT 84 0 0 26 Jul 2024
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and Correction Chaofan Gan Yuanpeng Tu Yuxi Li Weiyao Lin 42 0 0 25 Jul 2024
CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation Hajin Shim Changhun Kim Eunho Yang TTA 64 7 0 23 Jul 2024
Differentiable Convex Polyhedra Optimization from Multi-view Images Daxuan Ren Haiyi Mei Hezi Shi Jianming Zheng Jianfei Cai Lei Yang 73 1 0 22 Jul 2024
InLUT3D: Challenging real indoor dataset for point cloud analysis Jakub Walczak 3DPC 81 0 0 22 Jul 2024
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Changshuo Wang Meiqing Wu S. Lam Xin Ning Shangshu Yu Ruiping Wang Weijun Li T. Srikanthan 82 16 0 18 Jul 2024
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers Mengke Li Da Li Guoqing Yang Yiu-ming Cheung Hui Huang 3DPC 109 2 0 18 Jul 2024
Towards High-Quality 3D Motion Transfer with Realistic Apparel Animation Rong Wang Wei Mao Chang-Hong Lu Hongdong Li 3DH 67 3 0 15 Jul 2024
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection Zheyuan Zhou Le Wang N. Fang Zili Wang Le-miao Qiu Shuyou Zhang 85 15 0 15 Jul 2024
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module Dingxin Zhang Jianhui Yu Tengfei Xue Chaoyi Zhang Dongnan Liu Weidong Cai 3DPC 82 0 0 15 Jul 2024
Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learning Ziteng Wang YaXuan He Bin Liu GNN 75 0 0 15 Jul 2024
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation Cheng Shi Yulin Zhang Bin Yang Jiajin Tang Yuexin Ma Sibei Yang 3DPC 110 1 0 14 Jul 2024
Transferable 3D Adversarial Shape Completion using Diffusion Models Xuelong Dai Bin Xiao DiffM 3DPC 94 0 0 14 Jul 2024