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1809.07589
Cited By
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn
20 September 2018
R. Interdonato
Dino Ienco
R. Gaetano
K. Ose
AI4TS
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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
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