Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud

Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud

25 April 2024

Prachi Kudeshia

Jiju Poovvancheri

Papers citing "Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud"

10 / 10 papers shown

Title
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning En Fu Yanyan Hu AI4TS 26 0 0 30 Dec 2024
Sparsh: Self-supervised touch representations for vision-based tactile sensing Carolina Higuera Akash Sharma Chaithanya Krishna Bodduluri Taosha Fan Patrick E. Lancaster ... Michael Kaess Byron Boots Mike Lambeta Tingfan Wu Mustafa Mukadam 29 11 0 31 Oct 2024
Learning Latent Wireless Dynamics from Channel State Information Charbel Bou Chaaya Abanoub M. Girgis Mehdi Bennis 16 1 0 16 Sep 2024
Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI Y. Liu Weixing Chen Yongjie Bai Xiaodan Liang Guanbin Li Wen Gao Liang Lin LM&Ro SyDa AI4CE 48 27 0 09 Jul 2024
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation Lihuan Li Hao Xue Yang Song Flora Salim 34 1 0 13 Jun 2024
LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series Forecasting Stijn Verdenius Andrea Zerio Roy L.M. Wang BDL AI4TS AI4CE 27 2 0 16 May 2024
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 169 241 0 28 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016