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Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

IEEE International Conference on Computer Vision (ICCV), 2019

13 August 2019

Mikaela Angelina Uy

Papers citing "Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data"

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Title
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Brandon Smart Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 324 30 0 16 May 2024
Mesh Denoising Transformer Wenbo Zhao Xianming Liu Deming Zhai Junjun Jiang Xiangyang Ji AI4CE 137 0 0 10 May 2024
OpenDlign: Enhancing Open-World 3D Learning with Depth-Aligned Images Ye Mao Junpeng Jing K. Mikolajczyk VLM 127 0 0 25 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 504 13 0 25 Apr 2024
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition Shuofeng Sun Yongming Rao Jiwen Lu Haibin Yan 248 10 0 23 Apr 2024
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model Xu Han Yuan Tang Zhaoxuan Wang Xianzhi Li 177 66 0 23 Apr 2024
Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy Yu-Xin Zhang Jie Gui Xiaofeng Cong Xiaofeng Cong Wenbing Tao Wenbing Tao Dacheng Tao 3DPC 245 1 0 22 Apr 2024
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications Charith Chandra Sai Balne S. Bhaduri Tamoghna Roy Vinija Jain Vasu Sharma 309 33 0 21 Apr 2024
Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform Chunghyun Park Seungwook Kim Jaesik Park Minsu Cho 3DPC 308 3 0 17 Apr 2024
Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels Amaya Dharmasiri Muzammal Naseer Salman Khan Fahad Shahbaz Khan VLM 3DPC 167 2 0 15 Apr 2024
Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding Yiwen Tang Ray Zhang Jiaming Liu Zoey Guo Dong Wang ... Bin Zhao Shanghang Zhang Shiyang Feng Jiaming Song Xuelong Li 154 19 0 11 Apr 2024
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Jiaming Liu Han Xiao Chaoyou Fu Hao Dong Shiyang Feng 3DPC 251 25 0 05 Apr 2024
SUGAR: Pre-training 3D Visual Representations for RoboticsComputer Vision and Pattern Recognition (CVPR), 2024 Shizhe Chen Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid 209 32 0 01 Apr 2024
FPGA-Accelerated Correspondence-free Point Cloud Registration with PointNet Features Keisuke Sugiura Hiroki Matsutani 3DPC 142 0 0 01 Apr 2024
Meta Episodic learning with Dynamic Task Sampling for CLIP-based Point Cloud Classification S. Ghose Yang Wang 3DPC 148 0 0 01 Apr 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 238 9 0 27 Mar 2024
Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance Zan Wang Yixin Chen Baoxiong Jia Puhao Li Jinlu Zhang Jingze Zhang Tengyu Liu Yixin Zhu Wei Liang Siyuan Huang VGen DiffM 239 77 0 26 Mar 2024
To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of 3D Transfer Learning Souhail Hadgi Lei Li M. Ovsjanikov 238 0 0 26 Mar 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Lin Wang 3DPC 189 0 0 21 Mar 2024
Training point-based deep learning networks for forest segmentation with synthetic data Francisco Raverta Capua Juan Schandin Pablo De Cristoforis 3DPC 169 4 0 21 Mar 2024
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis Yiyang Chen Lunhao Duan Shanshan Zhao Changxing Ding Dacheng Tao 225 7 0 17 Mar 2024
Perceive With Confidence: Statistical Safety Assurances for Navigation with Learning-Based PerceptionConference on Robot Learning (CoRL), 2024 Anushri Dixit Zhiting Mei Meghan Booker Mariko Storey-Matsutani Mariko Storey-Matsutani Allen Z. Ren Ola Shorinwa Anirudha Majumdar 549 10 0 13 Mar 2024
Fast and Simple Explainability for Point Cloud Networks Meir Yossef Levi Guy Gilboa 3DPC 206 6 0 12 Mar 2024
Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 161 9 0 08 Mar 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis Xin Zhou Dingkang Liang Wei Xu Xingkui Zhu Yihan Xu Zhikang Zou Xiang Bai 232 44 0 03 Mar 2024
Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang Xiangtai Li Haobo Yuan Shunping Ji Shuicheng Yan 310 75 0 01 Mar 2024
MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Takahiko Furuya 3DPC 284 3 0 01 Mar 2024
T3DNet: Compressing Point Cloud Models for Lightweight 3D Recognition Zhiyuan Yang Yunjiao Zhou Lihua Xie Jianfei Yang 3DPC 191 2 0 29 Feb 2024
WHU-Synthetic: A Synthetic Perception Dataset for 3-D Multitask Model Research Jiahao Zhou Chen Long Yue Xie Jialiang Wang Boheng Li Haiping Wang Zhe Chen Zhen Dong Zhen Dong MDE 212 1 0 29 Feb 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding Zhihao Zhang Shengcao Cao Yu Wang 194 18 0 28 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 446 108 0 27 Feb 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 231 10 0 24 Feb 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 308 28 0 20 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 394 194 0 16 Feb 2024
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding Hai-Tao Yu Mofei Song 3DPC 251 17 0 15 Feb 2024
A Benchmark Grocery Dataset of Realworld Point Clouds From Single View Shivanand Venkanna Sheshappanavar Tejas Anvekar Shivanand Kundargi Yufan Wang Chandra Kambhamettu 321 3 0 12 Feb 2024
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters Quan-Sen Sun Jinsheng Wang Qiying Yu Yufeng Cui Fan Zhang Xiaosong Zhang Xinlong Wang VLM CLIP MLLM 268 74 0 06 Feb 2024
Mitigating Prior Shape Bias in Point Clouds via Differentiable Center Learning Zhe Li Zhangyang Gao Jinglin Zhao Zheng Wang Debin Liu Laurence T. Yang 3DPC 272 0 0 03 Feb 2024
PointGL: A Simple Global-Local Framework for Efficient Point Cloud AnalysisIEEE transactions on multimedia (IEEE TMM), 2024 Jianan Li Jie Wang Tingfa Xu 3DPC 160 15 0 22 Jan 2024
Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products Shengjie Luo Tianlang Chen Aditi S. Krishnapriyan 188 36 0 18 Jan 2024
InvariantOODG: Learning Invariant Features of Point Clouds for Out-of-Distribution GeneralizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Zhimin Zhang Yantao Du Wei Hu OODD OOD 3DPC 100 1 0 08 Jan 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning Jincen Jiang Lizhi Zhao Xuequan Lu Wei Hu Imran Razzak Meili Wang SSL 3DPC 184 17 0 05 Jan 2024
$f$ -Divergence Based Classification: Beyond the Use of Cross-EntropyInternational Conference on Machine Learning (ICML), 2024 Nicola Novello Andrea M. Tonello 246 16 0 02 Jan 2024
FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models Wan Xu Tianyu Huang Tianyu Qu Guanglei Yang Yiwen Guo Wangmeng Zuo 183 0 0 28 Dec 2023
Learning Continuous Implicit Field with Local Distance Indicator for Arbitrary-Scale Point Cloud Upsampling Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 208 33 0 23 Dec 2023
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis Xingyilang Yin Xi Yang Liangchen Liu Nannan Wang Xinbo Gao 3DPC 233 9 0 20 Dec 2023
PointeNet: A Lightweight Framework for Effective and Efficient Point Cloud Analysis Lipeng Gu Xu Yan Liangliang Nan Dingkun Zhu Honghua Chen Weiming Wang Mingqiang Wei 3DPC 199 5 0 20 Dec 2023
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders Yaohua Zha Huizhen Ji Jinmin Li Rongsheng Li Tao Dai Bin Chen Zhi Wang Shu-Tao Xia 3DPC 212 57 0 17 Dec 2023
Open-Pose 3D Zero-Shot Learning: Benchmark and ChallengesNeural Networks (Neural Netw.), 2023 Weiguang Zhao Guanyu Yang Rui Zhang Chenru Jiang Chaolong Yang Yuyao Yan Amir Hussain Kaizhu Huang VLM 213 9 0 12 Dec 2023
Cross-BERT for Point Cloud Pretraining Xin Li Peng Li Zeyong Wei Zhe Zhu Mingqiang Wei Junhui Hou Liangliang Nan J. Qin H. Xie F. Wang SSL 3DPC 143 2 0 08 Dec 2023