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Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning

13 October 2024

Papers citing "Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning"

50 / 55 papers shown

Title
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 109 10 0 27 May 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 83 28 0 03 Mar 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 152 100 0 16 Feb 2024
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 90 30 0 17 Dec 2023
Point Cloud Pre-training with Diffusion Models Xiao Zheng Xiaoshui Huang Guofeng Mei Yuenan Hou Zhaoyang Lyu Bo Dai Wanli Ouyang Yongshun Gong 84 26 0 25 Nov 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 52 19 0 27 Jul 2023
Objaverse-XL: A Universe of 10M+ 3D Objects Matt Deitke Ruoshi Liu Matthew Wallingford Huong Ngo Oscar Michel ... Carl Vondrick Georgia Gkioxari Kiana Ehsani Ludwig Schmidt Ali Farhadi 77 420 0 11 Jul 2023
PointGPT: Auto-regressively Generative Pre-training from Point Clouds Guang-Sheng Chen Meiling Wang Yi Yang Kai Yu Li-xin Yuan Yufeng Yue 3DPC 49 88 0 19 May 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 79 48 0 14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 73 14 0 14 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,631 0 15 Mar 2023
PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection Anthony Chen Kevin Zhang Renrui Zhang Zihan Wang Yuheng Lu Yandong Guo Shanghang Zhang 3DPC 127 68 0 14 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 97 170 0 10 Mar 2023
ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer Shanshan Li Pan Gao Xiaoyang Tan Mingqiang Wei ViT 3DPC 65 44 0 28 Feb 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training Ziyu Guo Renrui Zhang Longtian Qiu Xianzhi Li Pheng-Ann Heng 3DPC 74 54 0 27 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 94 128 0 05 Feb 2023
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 88 90 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 79 133 0 13 Dec 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 77 77 0 04 Aug 2022
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer Hao Zhou Yun Cao Wenqing Chu Junwei Zhu Tong Lu Ying Tai Chengjie Wang 3DPC ViT 77 109 0 21 Jul 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Hongsheng Li Peng Gao 3DPC 250 257 0 28 May 2022
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints Junshu Tang Zhijun Gong Ran Yi Yuan Xie Lizhuang Ma 3DPC 67 53 0 31 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 75 169 0 21 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 86 475 0 13 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 74 257 0 01 Mar 2022
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework Xu Ma Can Qin Haoxuan You Haoxi Ran Y. Fu 3DPC 59 597 0 15 Feb 2022
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 136 682 0 29 Nov 2021
SimMIM: A Simple Framework for Masked Image Modeling Zhenda Xie Zheng Zhang Yue Cao Yutong Lin Jianmin Bao Zhuliang Yao Qi Dai Han Hu 199 1,360 0 18 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 467 7,814 0 11 Nov 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 85 486 0 16 Sep 2021
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds Siyuan Huang Yichen Xie Song-Chun Zhu Yixin Zhu 3DPC 78 211 0 01 Sep 2021
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Zuyan Liu Jiwen Lu Jie Zhou ViT 74 431 0 19 Aug 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 87 227 0 10 Aug 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 281 2,826 0 15 Jun 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 176 272 0 07 Jan 2021
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 211 640 0 21 Jul 2020
GRNet: Gridding Residual Network for Dense Point Cloud Completion Haozhe Xie Huanjin Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun 3DPC 52 314 0 06 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 424 13,094 0 26 May 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 375 18,859 0 13 Feb 2020
Scalability in Perception for Autonomous Driving: Waymo Open Dataset Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurelien Chouard Vijaysai Patnaik ... Shuyang Cheng Yu Zhang Jonathon Shlens Zhifeng Chen Dragomir Anguelov 139 2,885 0 10 Dec 2019
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data Mikaela Angelina Uy Quang Pham Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DV 3DPC 96 780 0 13 Aug 2019
Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling Jia Zheng Junfei Zhang Jing Li Rui Tang Shenghua Gao Zihan Zhou 3DV 87 272 0 01 Aug 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 174 2,409 0 13 Jun 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 108 1,290 0 21 Apr 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 150 4,177 0 25 Feb 2019
PCN: Point Completion Network Wentao Yuan Tejas Khot David Held Christoph Mertz M. Hebert 3DPC 3DV 76 820 0 02 Aug 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 351 10,349 0 10 Jul 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,149 0 24 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 235 2,448 0 23 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017