DuPLO: A DUal view Point deep Learning architecture for time series
classificatiOn

DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn

20 September 2018

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Papers citing "DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn"

19 / 19 papers shown

Title
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping Hiba Najjar Francisco Mena Marlon Nuske A. Dengel 67 1 0 11 Jul 2024
Deep Learning for Satellite Image Time Series Analysis: A Review Lynn Miller Charlotte Pelletier Geoffrey I. Webb 85 26 0 05 Apr 2024
DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data Muhammad Sakib Khan Inan Kewen Liao Haifeng Shen Prem Prakash Jayaraman Dimitrios Georgakopoulos Ming Jian Tang 66 0 0 29 Mar 2024
Inferring the past: a combined CNN-LSTM deep learning framework to fuse satellites for historical inundation mapping J. Giezendanner Rohit Mukherjee Matthew Purri Mitchell Thomas Max Mauerman A. Islam B. Tellman 40 3 0 01 May 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 149 108 0 06 Feb 2023
ViTs for SITS: Vision Transformers for Satellite Image Time Series Michail Tarasiou Erik Chavez Stefanos Zafeiriou ViT 86 56 0 12 Jan 2023
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture Brandon Victor Zhen He Aiden Nibali 142 9 0 03 Oct 2022
Transformers in Time-series Analysis: A Tutorial Sabeen Ahmed Ian E. Nielsen Aakash Tripathi Shamoon Siddiqui Ghulam Rasool R. Ramachandran AI4TS 88 165 0 28 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 110 39 0 02 Apr 2022
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding Joachim Nyborg Charlotte Pelletier Ira Assent 85 19 0 17 Mar 2022
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Joachim Nyborg Charlotte Pelletier Sébastien Lefèvre Ira Assent OOD AI4TS 82 42 0 04 Nov 2021
Context-self contrastive pretraining for crop type semantic segmentation Michail Tarasiou R. Güler Stefanos Zafeiriou SSL 63 17 0 09 Apr 2021
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network Rui Li Shunyi Zheng Chenxi Duan Ce Zhang 104 102 0 01 Aug 2020
Fine grained classification for multi-source land cover mapping Y. J. E. Gbodjo Dino Ienco L. Leroux R. Interdonato Raffaelle Gaetano 22 1 0 04 Apr 2020
Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships Y. J. E. Gbodjo Dino Ienco L. Leroux R. Interdonato R. Gaetano B. Ndao S. Dupuy 69 30 0 20 Nov 2019
Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification Dino Ienco R. Interdonato R. Gaetano AI4CE 22 1 0 04 Nov 2019
Self-attention for raw optical Satellite Time Series Classification M. Rußwurm Marco Körner AI4TS 88 268 0 23 Oct 2019
Early Classification for Agricultural Monitoring from Satellite Time Series M. Rußwurm R. Tavenard Sébastien Lefèvre Marco Körner 62 18 0 27 Aug 2019
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery M. Rußwurm Marco Körner 82 37 0 28 Oct 2018