USING TIME SERIES IMAGE DATA TO IMPROVE THE GENERALIZATION CAPABILITIES OF A CNN – THE EXAMPLE OF DEFORESTATION DETECTION WITH SENTINEL-2 by M. X. Ortega, M. X. Ortega, D. Wittich, F. Rottensteiner, C. Heipke, R. Q. Feitosa

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A DEBIASING VARIATIONAL AUTOENCODER FOR DEFORESTATION MAPPING by M. X. Ortega Adarme, M. X. Ortega Adarme, P. J. Soto Vega, G. A. O. P. Costa, R. Q. Feitosa, C. Heipke

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MULTI-ATTENTION GHOSTNET FOR DEFORESTATION DETECTION IN THE AMAZON RAINFOREST by M. X. Ortega Adarme, G. A. O. P. Costa, R. Q. Feitosa

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EVALUATION OF DEEP LEARNING TECHNIQUES FOR DEFORESTATION DETECTION IN THE AMAZON FOREST by M. X. Ortega, J. D. Bermudez, P. N. Happ, A. Gomes, R. Q. Feitosa, R. Q. Feitosa

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DEFORESTATION DETECTION WITH WEAK SUPERVISED CONVOLUTIONAL NEURAL NETWORKS IN TROPICAL BIOMES by P. J. Soto, G. A. O. P. Costa, M. X. Ortega, J. D. Bermudez, R. Q. Feitosa

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EVALUATION OF SEMANTIC SEGMENTATION METHODS FOR DEFORESTATION DETECTION IN THE AMAZON by R. B. Andrade, G. A. O. P. Costa, G. L. A. Mota, M. X. Ortega, R. Q. Feitosa, P. J. Soto, C. Heipke

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DOMAIN ADAPTATION WITH CYCLEGAN FOR CHANGE DETECTION IN THE AMAZON FOREST by P. J. Soto, G. A. O. P. Costa, R. Q. Feitosa, P. N. Happ, M. X. Ortega, J. Noa, C. A. Almeida, C. Heipke

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