Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding

17 March 2022

Papers citing "Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding"

26 / 26 papers shown

Title
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Joachim Nyborg Charlotte Pelletier Sébastien Lefèvre Ira Assent OOD AI4TS 40 42 0 04 Nov 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 102 157 0 16 Jul 2021
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification M. Schneider Amelie Broszeit Marco Körner 43 19 0 14 Jun 2021
Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding Yang Li Si Si Gang Li Cho-Jui Hsieh Samy Bengio 45 91 0 05 Jun 2021
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data D. Tuia Claudio Persello Lorenzo Bruzzone OOD 28 447 0 15 Apr 2021
Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization Hannah Kerner R. Sahajpal S. Skakun I. Becker-Reshef B. Barker M. Hosseini E. Puricelli Patrick Gray 25 11 0 21 Sep 2020
Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series Vivien Sainte Fare Garnot Loic Landrieu 51 79 0 01 Jul 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model Xuanqing Liu Hsiang-Fu Yu Inderjit Dhillon Cho-Jui Hsieh 48 109 0 13 Mar 2020
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention Vivien Sainte Fare Garnot Loic Landrieu S. Giordano N. Chehata 62 150 0 18 Nov 2019
Self-attention for raw optical Satellite Time Series Classification M. Rußwurm Marco Körner AI4TS 43 261 0 23 Oct 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 192 3,724 0 09 Jan 2019
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series Charlotte Pelletier Geoffrey I. Webb F. Petitjean 65 439 0 26 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn R. Interdonato Dino Ienco R. Gaetano K. Ose AI4TS 46 141 0 20 Sep 2018
Group Normalization Yuxin Wu Kaiming He 196 3,644 0 22 Mar 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 152 2,285 0 06 Mar 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 71 273 0 06 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 628 130,942 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 148 3,283 0 08 May 2017
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks Dino Ienco R. Gaetano Claire Dupaquier P. Maurel 41 201 0 13 Apr 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 165 4,994 0 27 Jun 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 419 43,234 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 167 2,598 0 10 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 854 23,310 0 03 Jun 2014