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Devis Tuia

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Papers (25)

  1. Adaptive Compression-based Lifelong Learning cs.CV · 2019 · author #4
  2. Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning cs.CV · 2019 · author #4
  3. Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution cs.CV · 2019 · author #3
  4. Correcting rural building annotations in OpenStreetMap using convolutional neural networks cs.CV · 2019 · author #4
  5. Decision fusion with multiple spatial supports by conditional random fields eess.IV · 2018 · author #1
  6. Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images cs.CV · 2018 · author #2
  7. Scale equivariance in CNNs with vector fields cs.CV · 2018 · author #4
  8. Change Detection between Multimodal Remote Sensing Data Using Siamese CNN cs.CV · 2018 · author #4
  9. Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning cs.CV · 2018 · author #3
  10. DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images cs.CV · 2018 · author #8
  11. DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation cs.CV · 2018 · author #4
  12. Learning deep structured active contours end-to-end cs.CV · 2018 · author #2
  13. Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models cs.CV · 2018 · author #4
  14. Optimal Transport for Multi-source Domain Adaptation under Target Shift stat.ML · 2018 · author #4
  15. Deep learning in remote sensing: a review cs.CV · 2017 · author #2
  16. Detecting animals in African Savanna with UAVs and the crowds cs.CV · 2017 · author #4
  17. Towards seamless multi-view scene analysis from satellite to street-level cs.CV · 2017 · author #2
  18. Rotation equivariant vector field networks cs.CV · 2016 · author #4
  19. Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks cs.CV · 2016 · author #2
  20. Non-convex regularization in remote sensing stat.ML · 2016 · author #1
  21. Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions stat.ML · 2016 · author #1
  22. Learning rotation invariant convolutional filters for texture classification cs.CV · 2016 · author #3
  23. Principal Polynomial Analysis stat.ML · 2016 · author #3
  24. Kernel Manifold Alignment stat.ML · 2015 · author #1
  25. Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods cs.CV · 2013 · author #2

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