Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling

29 November 2021

Jie Zhou

Papers citing "Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling"

50 / 398 papers shown

Title
MUFASA: Multi-View Fusion and Adaptation Network with Spatial Awareness for Radar Object Detection Xiangyuan Peng Miao Tang Huawei Sun Kay Bierzynski Lorenzo Servadei Robert Wille 33 6 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 29 2 0 31 Jul 2024
Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models Jifeng Wang Kaouther Messaoud Yuejiang Liu Juergen Gall Alexandre Alahi 34 0 0 28 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 46 1 0 27 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 42 0 0 26 Jul 2024
Multi-modal Relation Distillation for Unified 3D Representation Learning Huiqun Wang Yiping Bao Panwang Pan Zeming Li Xiao Liu Ruijie Yang Di Huang 52 0 0 19 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 36 14 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 46 0 0 18 Jul 2024
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification Markus Marks Manuel Knott Neehar Kondapaneni Elijah Cole T. Defraeye Fernando Pérez-Cruz Pietro Perona SSL 45 2 0 16 Jul 2024
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection Zheyuan Zhou Le Wang N. Fang Zili Wang Le-miao Qiu Shuyou Zhang 42 12 0 15 Jul 2024
Pre-training Point Cloud Compact Model with Partial-aware Reconstruction Yaohua Zha Yanzi Wang Tao Dai Shu-Tao Xia 40 0 0 12 Jul 2024
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xuequan Lu Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang OOD 50 13 0 11 Jul 2024
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning Bin Ren Guofeng Mei D. Paudel Weijie Wang Yawei Li Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 3DPC 45 7 0 08 Jul 2024
T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation Strategy Fan Duan Jiahao Yu Li Chen 3DPC 33 0 0 06 Jul 2024
Neural varifolds: an aggregate representation for quantifying the geometry of point clouds Juheon Lee Xiaohao Cai Carola-Bibian Schönlieb Simon Masnou 3DPC 44 0 0 05 Jul 2024
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing Anushrut Jignasu Kelly O. Marshall Ankush Kumar Mishra Lucas Nerone Rillo Baskar Ganapathysubramanian Aditya Balu Chinmay Hegde Adarsh Krishnamurthy 30 0 0 04 Jul 2024
PointViG: A Lightweight GNN-based Model for Efficient Point Cloud Analysis Qiang Zheng Yafei Qi Chen Wang Chao Zhang Jian Sun 3DPC 32 2 0 01 Jul 2024
Point-SAM: Promptable 3D Segmentation Model for Point Clouds Yuchen Zhou Jiayuan Gu Tung Yen Chiang Fanbo Xiang Hao Su 42 17 0 25 Jun 2024
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Hongliang Zeng Ping Zhang Fang Li Jiahua Wang Tingyu Ye Pengteng Guo 3DPC 37 0 0 25 Jun 2024
Lightweight Model Pre-training via Language Guided Knowledge Distillation Mingsheng Li Lin Zhang Mingzhen Zhu Zilong Huang Gang Yu Jiayuan Fan Tao Chen 38 1 0 17 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 41 3 0 17 Jun 2024
A3VLM: Actionable Articulation-Aware Vision Language Model Siyuan Huang Haonan Chang Yuhan Liu Yimeng Zhu Hao Dong Peng Gao Abdeslam Boularias Hongsheng Li 36 10 0 11 Jun 2024
PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis Jia-wei Chen Yu-jie Xiong Yong-Bin Gao Mamba 35 1 0 10 Jun 2024
CorrMAE: Pre-training Correspondence Transformers with Masked Autoencoder Tangfei Liao Xiaoqin Zhang Guobao Xiao Min Li Tao Wang Mang Ye 35 1 0 09 Jun 2024
VP-LLM: Text-Driven 3D Volume Completion with Large Language Models through Patchification Jianmeng Liu Yichen Liu Yuyao Zhang Zeyuan Meng Yu-Wing Tai Chi-Keung Tang 47 0 0 08 Jun 2024
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision Minglei Li Peng Ye Yongqi Huang Lin Zhang Tao Chen Tong He Jiayuan Fan Wanli Ouyang MoE 32 4 0 05 Jun 2024
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha Naiqi Li Yanzi Wang Tao Dai Hang Guo Bin Chen Zhi Wang Zhihao Ouyang Shu-Tao Xia Mamba 42 8 0 27 May 2024
PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis Zicheng Wang Zhen Chen Yiming Wu Zhen Zhao Luping Zhou Dong Xu Mamba 45 14 0 24 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 35 12 0 24 May 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention Hugues Thomas Yao-Hung Tsai Tim D. Barfoot Jian Zhang 3DPC 33 7 0 21 May 2024
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D Ali Bahri Moslem Yazdanpanah Mehrdad Noori Milad Cheraghalikhani G. A. V. Hakim David Osowiechi Farzad Beizaee Ismail Ben Ayed Christian Desrosiers 3DPC 75 1 0 20 May 2024
Grounded 3D-LLM with Referent Tokens Yilun Chen Shuai Yang Haifeng Huang Tai Wang Ruiyuan Lyu Runsen Xu Dahua Lin Jiangmiao Pang 45 22 0 16 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 31 12 0 16 May 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds Jadie Adams Shireen Elhabian 63 0 0 15 May 2024
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning Vishal Nedungadi A. Kariryaa Stefan Oehmcke Serge J. Belongie Christian Igel Nico Lang 37 25 0 04 May 2024
MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors Yuan Tang Xu Han Xianzhi Li Qiao Yu Yixue Hao Long Hu Min Chen 35 14 0 02 May 2024
ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud Jiayi Han Zidi Cao Weibo Zheng Xiangguo Zhou Xiangjian He Yuanfang Zhang Daisen Wei 3DPC 44 0 0 30 Apr 2024
PEVA-Net: Prompt-Enhanced View Aggregation Network for Zero/Few-Shot Multi-View 3D Shape Recognition Dongyun Lin Yi Cheng Shangbo Mao Aiyuan Guo Yiqun Li 29 2 0 30 Apr 2024
What Foundation Models can Bring for Robot Learning in Manipulation : A Survey Dingzhe Li Yixiang Jin A. Yong Hongze Yu Jun Shi Xiaoshuai Hao Peng Hao Huaping Liu Fuchun Sun Bin Fang AI4CE LM&Ro 66 13 0 28 Apr 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 37 7 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 35 22 0 23 Apr 2024
Parameter Efficient Fine Tuning: A Comprehensive Analysis Across Applications Charith Chandra Sai Balne S. Bhaduri Tamoghna Roy Vinija Jain Aman Chadha 32 12 0 21 Apr 2024
VG4D: Vision-Language Model Goes 4D Video Recognition Zhichao Deng Xiangtai Li Xia Li Yunhai Tong Shen Zhao Mengyuan Liu 3DPC 32 6 0 17 Apr 2024
Neuromorphic Vision-based Motion Segmentation with Graph Transformer Neural Network Yusra Alkendi Rana Azzam Sajid Javed Lakmal Seneviratne Yahya Zweiri ViT 29 4 0 16 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 36 1 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 Peng Gao Hongsheng Li Xuelong Li 38 10 0 11 Apr 2024
3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion Yixuan Li Weidong Yang Ben Fei 22 9 0 10 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 24 0 0 09 Apr 2024
SemGrasp: Semantic Grasp Generation via Language Aligned Discretization Kailin Li Jingbo Wang Lixin Yang Cewu Lu Bo Dai 38 15 0 04 Apr 2024
A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM) Dehao Yuan Cornelia Fermuller Tahseen Rabbani Furong Huang Yiannis Aloimonos 3DPC 19 4 0 02 Apr 2024