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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"

50 / 2,313 papers shown

Title
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 108 91 0 16 Dec 2022
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders Renrui Zhang Liuhui Wang Yu Qiao Peng Gao Hongsheng Li 3DPC 90 136 0 13 Dec 2022
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation Chaolong Yang Yuyao Yan Weiguang Zhao Jianan Ye Xi Yang Amir Hussain Kaizhu Huang 3DPC 82 2 0 13 Dec 2022
Implicit Convolutional Kernels for Steerable CNNs Maksim Zhdanov Nico Hoffmann Gabriele Cesa 137 7 0 12 Dec 2022
Reconstructing Humpty Dumpty: Multi-feature Graph Autoencoder for Open Set Action Recognition Dawei Du Ameya Shringi A. Hoogs Christopher Funk 62 3 0 12 Dec 2022
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition Peyman Baghershahi Reshad Hosseini H. Moradi GNN 72 4 0 11 Dec 2022
Local Neighborhood Features for 3D Classification Shivanand Venkanna Sheshappanavar Chandra Kambhamettu 3DPC 64 2 0 09 Dec 2022
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud Yachao Zhang Zhonghao Li Yuan Xie Yanyun Qu Cuihua Li Tao Mei 3DPC 59 98 0 09 Dec 2022
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds Yuyang Zhao Na Zhao G. Lee 3DPC 88 6 0 09 Dec 2022
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder Xiaoshui Huang Zhou Huang Shengjia Li Wentao Qu Tong He Yuenan Hou Yifan Zuo Wanli Ouyang 104 13 0 08 Dec 2022
RFEPS: Reconstructing Feature-line Equipped Polygonal Surface Xu Rui Zixiong Wang Zhiyang Dou Chen Zong Shiqing Xin Mingyan Jiang Tao Ju Changhe Tu 59 9 0 07 Dec 2022
Supervised Tractogram Filtering using Geometric Deep Learning Pietro Astolfi R. Verhagen Laurent Petit E. Olivetti S. Sarubbo Jonathan Masci Davide Boscaini P. Avesani MedIm 34 5 0 06 Dec 2022
Robust Point Cloud Segmentation with Noisy Annotations Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 61 11 0 06 Dec 2022
Attention-Enhanced Cross-modal Localization Between 360 Images and Point Clouds Zhipeng Zhao Huai Yu Chenwei Lyv Wen Yang Sebastian Scherer 3DPC 75 3 0 06 Dec 2022
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 105 7 0 05 Dec 2022
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 127 71 0 03 Dec 2022
A Geometric-Relational Deep Learning Framework for BIM Object Classification Hairong Luo G. Gao Han Huang Zi-Yi Ke Cheng Peng M. Gu AI4CE 32 4 0 02 Dec 2022
P2Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames Yutaka Momma Weimin Wang E. Simo-Serra S. Iizuka Ryosuke Nakamura H. Ishikawa 3DPC 15 2 0 01 Dec 2022
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Junhui Hou Yong-mei Xu 3DPC 122 8 0 01 Dec 2022
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation Siyu Ren Junhui Hou Xiaodong Chen Ying He Wenping Wang 100 34 0 30 Nov 2022
Every Node Counts: Improving the Training of Graph Neural Networks on Node Classification Moshe Eliasof E. Haber Eran Treister GNN 112 0 0 29 Nov 2022
Ada3Diff: Defending against 3D Adversarial Point Clouds via Adaptive Diffusion Kui Zhang Hang Zhou Jie Zhang Qidong Huang Weiming Zhang Nenghai Yu DiffM 79 12 0 29 Nov 2022
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models Matthew Howe Boris Repasky Timothy Payne 3DPC 62 0 0 29 Nov 2022
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud Tunhou Zhang Mingyuan Ma Feng Yan H. Li Yiran Chen 3DPC 71 2 0 28 Nov 2022
Be Careful with Rotation: A Uniform Backdoor Pattern for 3D Shape Linkun Fan Fazhi He Qingchen Guo Wei Tang Xiaolin Hong Bing Li AAML 3DPC 84 9 0 28 Nov 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Stefan Stojanov Anh Thai Zixuan Huang James M. Rehg 98 2 0 28 Nov 2022
Latent Graph Inference using Product Manifolds Haitz Sáez de Ocáriz Borde Anees Kazi Federico Barbero Pietro Lio BDL 113 19 0 26 Nov 2022
Meta Architecture for Point Cloud Analysis Haojia Lin Xiawu Zheng Lijiang Li Chia-Wen Lin Sha Wang Yan Wang Yonghong Tian Rongrong Ji 3DPC 72 48 0 26 Nov 2022
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis Pavlo Melnyk Andreas Robinson Michael Felsberg Maarten Wadenback 3DPC 90 2 0 26 Nov 2022
Invariance-Aware Randomized Smoothing Certificates Jan Schuchardt Stephan Günnemann AAML 60 6 0 25 Nov 2022
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion Jinfeng Xu Xianzhi Li Yuan Tang Qiao Yu Yixue Hao Long Hu Min Chen 3DPC 63 13 0 24 Nov 2022
A Graph-Based Method for Soccer Action Spotting Using Unsupervised Player Classification Alejandro Cartas C. Ballester G. Haro 70 9 0 22 Nov 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 83 13 0 22 Nov 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 78 7 0 22 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 84 4 0 22 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Ziyao Zeng Zipeng Qin Shanghang Zhang Peng Gao VLM 111 148 0 21 Nov 2022
DrapeNet: Garment Generation and Self-Supervised Draping Luca de Luigi Ren Li Benoît Guillard Mathieu Salzmann Pascal Fua 3DH AI4CE 73 31 0 21 Nov 2022
PointResNet: Residual Network for 3D Point Cloud Segmentation and Classification Aadesh Desai Saagar Parikh S. Kumari Shanmuganathan Raman 3DPC 3DV 120 2 0 20 Nov 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 92 0 0 20 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set Recognition Tingyu Weng Junhao Xiao Haiyong Jiang 3DPC 48 3 0 20 Nov 2022
LidarGait: Benchmarking 3D Gait Recognition with Point Clouds Chuanfu Shen Chao Fan Wei Wu Rui Wang George Q. Huang Shiqi Yu CVBM 97 49 0 19 Nov 2022
Do graph neural networks learn traditional jet substructure? Farouk Mokhtar Raghav Kansal Javier Mauricio Duarte GNN 82 11 0 17 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 67 0 0 17 Nov 2022
Language Conditioned Spatial Relation Reasoning for 3D Object Grounding Shizhe Chen Pierre-Louis Guhur Makarand Tapaswi Cordelia Schmid Ivan Laptev 99 88 0 17 Nov 2022
TAX-Pose: Task-Specific Cross-Pose Estimation for Robot Manipulation Chuer Pan Brian Okorn Harry Zhang Ben Eisner David Held 108 60 0 17 Nov 2022
ToolFlowNet: Robotic Manipulation with Tools via Predicting Tool Flow from Point Clouds Daniel Seita Yufei Wang Sarthak J. Shetty Edward Li Zackory M. Erickson David Held 3DPC 97 52 0 16 Nov 2022
Graph Filters for Signal Processing and Machine Learning on Graphs Elvin Isufi Fernando Gama D. Shuman Santiago Segarra GNN 88 72 0 16 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 64 7 0 16 Nov 2022
SPE-Net: Boosting Point Cloud Analysis via Rotation Robustness Enhancement Zhaofan Qiu Yehao Li Yu Wang Yingwei Pan Ting Yao Tao Mei 3DPC 67 5 0 15 Nov 2022
Learning Latent Part-Whole Hierarchies for Point Clouds Xiang Gao Wei Hu Renjie Liao 3DPC 63 0 0 14 Nov 2022