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Deep Learning for 3D Point Clouds: A Survey

27 December 2019

Papers citing "Deep Learning for 3D Point Clouds: A Survey"

50 / 485 papers shown

Title
Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations Seyed Mohammad Ahmadi Koorosh Aslansefat Ruben Valcarce-Dineiro Joshua Barnfather 70 2 0 20 Oct 2024
Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic Segmentation Daniel Fusaro Simone Mosco Emanuele Menegatti Alberto Pretto 3DPC 74 2 0 14 Oct 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 106 7 0 14 Oct 2024
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion Junyi Zhang Charles Herrmann Junhwa Hur Varun Jampani Trevor Darrell Forrester Cole Deqing Sun Ming-Hsuan Yang VGen 193 96 0 04 Oct 2024
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport Taekyung Lee Jaemoo Choi Jaewoong Choi Myungjoo Kang OT 3DPC 73 1 0 03 Oct 2024
SLAM assisted 3D tracking system for laparoscopic surgery Jingwei Song Ray Zhang Wenwei Zhang Hao Zhou Maani Ghaffari 60 0 0 18 Sep 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 90 2 0 12 Sep 2024
Training-Free Point Cloud Recognition Based on Geometric and Semantic Information Fusion Yan Chen Di Huang Zhichao Liao Xi Cheng Xinghui Li Lone Zeng 3DPC 182 1 0 07 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 107 0 0 29 Aug 2024
RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation Zhiyuan Zhang Licheng Yang Zhiyu Xiang 3DPC 3DH 119 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 105 0 0 11 Aug 2024
FuXi Weather: An end-to-end machine learning weather data assimilation and forecasting system Xiuyu Sun Xiaohui Zhong Xiaoze Xu Yuanqing Huang Hao Li Jie Feng Wei Han Libo Wu Yuan Qi AI4Cl 72 5 0 10 Aug 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 116 3 0 09 Aug 2024
Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning Hongze Zhu Guoyang Xie Chengbin Hou Tao Dai Can Gao Jinbao Wang Linlin Shen 3DPC 97 11 0 08 Aug 2024
Set2Seq Transformer: Temporal and Positional-Aware Set Representations for Sequential Multiple-Instance Learning Athanasios Efthymiou Stevan Rudinac Monika Kackovic Nachoem Wijnberg Marcel Worring ViT 95 0 0 06 Aug 2024
A Survey of Mamba Shuwei Shi Shibing Chu Rui An Wenqi Fan Yuee Xie Hui Liu Yuanping Chen Qing Li AI4CE 144 32 0 02 Aug 2024
On-the-fly Communication-and-Computing to Enable Representation Learning for Distributed Point Clouds Xu Chen Hai Wu Kaibin Huang 114 1 0 30 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
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers Mengke Li Da Li Guoqing Yang Yiu-ming Cheung Hui Huang 3DPC 104 2 0 18 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 78 0 0 15 Jul 2024
DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion Xinpu Liu Baolin Hou Hanyun Wang Ke Xu Jianwei Wan Yulan Guo 3DPC 83 1 0 10 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 66 0 0 09 Jul 2024
Incremental Multiview Point Cloud Registration Xiaoya Cheng Yu Liu Maojun Zhang Shen Yan 3DPC 60 1 0 06 Jul 2024
Beyond Viewpoint: Robust 3D Object Recognition under Arbitrary Views through Joint Multi-Part Representation Linlong Fan Ye Huang Yanqi Ge Wen Li Lixin Duan 3DPC 50 1 0 04 Jul 2024
Explicitly Guided Information Interaction Network for Cross-modal Point Cloud Completion Hang Xu Chen Long Wenxiao Zhang Yuan Liu Zhen Cao Zhen Dong Bisheng Yang 3DPC 92 5 0 03 Jul 2024
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object Detection Zixing Li Chao Yan Zhen Lan Xiaojia Xiang Han Zhou Jun Lai Dengqing Tang 65 0 0 02 Jul 2024
FASTC: A Fast Attentional Framework for Semantic Traversability Classification Using Point Cloud Yirui Chen Pengjin Wei Zhenhuan Liu Bingchao Wang Jie Yang Wei Liu 3DPC 74 1 0 24 Jun 2024
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review Siddiqui Muhammad Yasir Hyunsik Ahn 3DPC 73 5 0 19 Jun 2024
SWCF-Net: Similarity-weighted Convolution and Local-global Fusion for Efficient Large-scale Point Cloud Semantic Segmentation Zhenchao Lin Li He Hongqiang Yang Xiaoqun Sun Cuojin Zhang Weinan Chen Yisheng Guan Hong Zhang 3DPC 66 0 0 17 Jun 2024
An Intrinsic Vector Heat Network Alexander Gao Maurice Chu Mubbasir Kapadia Ming C. Lin Hsueh-Ti Derek Liu AI4CE 46 0 0 14 Jun 2024
A Survey on Text-guided 3D Visual Grounding: Elements, Recent Advances, and Future Directions Daizong Liu Yang Liu Wencan Huang Wei Hu LM&Ro 115 9 0 09 Jun 2024
A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation Ruihe Wang Yukang Cao Kai Han Kwan-Yee K. Wong 116 6 0 06 Jun 2024
DreamPhysics: Learning Physical Properties of Dynamic 3D Gaussians with Video Diffusion Priors Tianyu Huang Yihan Zeng Hui Li Zhilu Zhang Rynson W. H. Lau Wangmeng Zuo Rynson W. H. Lau 3DGS VGen 103 5 0 03 Jun 2024
ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point Clouds Ka Lung Cheung Chi Chung Lee 3DV 3DPC 88 0 0 03 Jun 2024
Neural Persistence Dynamics Sebastian Zeng Florian Graf Martin Uray Stefan Huber Roland Kwitt 111 0 0 24 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 322 54 0 23 May 2024
Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property Yuya Yoshikawa Masanari Kimura Ryotaro Shimizu Yuki Saito FAtt 139 0 0 23 May 2024
TS40K: a 3D Point Cloud Dataset of Rural Terrain and Electrical Transmission System Diogo Mateus Lavado Cláudia Soares Alessandra Micheletti Ricardo Santos André Coelho Joao Santos 3DV 3DPC 63 2 0 22 May 2024
Multi-Type Point Cloud Autoencoder: A Complete Equivariant Embedding for Molecule Conformation and Pose Michael Kilgour Mark Tuckerman Jutta Rogal 107 0 0 22 May 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds Jadie Adams Shireen Y. Elhabian 111 0 0 15 May 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 119 10 0 09 May 2024
Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgery Maximilian Weber Daniel Wild Jens Kleesiek Jan Egger Christina Schwarz-Gsaxner 3DPC 29 2 0 06 May 2024
Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge Rajat K. Doshi 3DPC 44 0 0 29 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 137 9 0 25 Apr 2024
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model Xu Han Yuan Tang Zhaoxuan Wang Xianzhi Li 86 30 0 23 Apr 2024
Wasserstein Wormhole: Scalable Optimal Transport Distance with Transformers Doron Haviv Russell Z. Kunes Thomas Dougherty Cassandra Burdziak T. Nawy Anna Gilbert Dana Peér OT 110 7 0 15 Apr 2024
EasyTrack: Efficient and Compact One-stream 3D Point Clouds Tracker Baojie Fan Wuyang Zhou Kai Wang Shijun Zhou Fengyu Xu Jiandong Tian 3DPC 98 0 0 09 Apr 2024
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint Yukun Li Liping Liu 65 4 0 03 Apr 2024
SUGAR: Pre-training 3D Visual Representations for Robotics Shizhe Chen Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid 105 16 0 01 Apr 2024
A Simple and Effective Point-based Network for Event Camera 6-DOFs Pose Relocalization Hongwei Ren Jiadong Zhu Yue Zhou Haotian Fu Yulong Huang Bo-Xun Cheng 3DPC 79 14 0 28 Mar 2024