Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing

15 January 2024

Papers citing "Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing"

7 / 7 papers shown

Title
REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval Shabnam Choudhury Yash Salunkhe Sarthak Mehrotra Biplab Banerjee 29 0 0 04 Apr 2025
Multispectral to Hyperspectral using Pretrained Foundational model Ruben Gonzalez C. Albrecht Nassim Ait Ali Braham Devyani Lambhate Joao Lucas de Sousa Almeida P. Fraccaro Benedikt Blumenstiel Thomas Brunschwiler Ranjini Bangalore 59 0 0 26 Feb 2025
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation Francisco Mena Diego Arenas A. Dengel OOD 16 0 0 22 Jul 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 23 23 0 12 Apr 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning Esther Rolf Konstantin Klemmer Caleb Robinson Hannah Kerner 21 35 0 02 Feb 2024
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 113 165 0 30 Dec 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