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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
R. Interdonato
Dino Ienco
R. Gaetano
K. Ose
    AI4TS
ArXiv (abs)PDFHTML

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
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
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
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
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
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
BDLAI4TS
149
108
0
06 Feb 2023
ViTs for SITS: Vision Transformers for Satellite Image Time Series
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
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
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
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
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
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation
Joachim Nyborg
Charlotte Pelletier
Sébastien Lefèvre
Ira Assent
OODAI4TS
82
42
0
04 Nov 2021
Context-self contrastive pretraining for crop type semantic segmentation
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
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
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
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
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
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
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
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery
M. Rußwurm
Marco Körner
82
37
0
28 Oct 2018
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