UT-I-ITC-ACQUAL

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2024
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
Roscher, R., Rußwurm, M., Gevaert, C., Kampffmeyer, M., Dos Santos, J. A., Vakalopoulou, M., Hänsch, R., Hansen, S., Nogueira, K., Prexl, J. & Tuia, D., 22 Jun 2024, (E-pub ahead of print/First online) Ithaca, New York: ArXiv.org.
Research output: Working paper › Preprint › Academic

Open Access
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387 Downloads (Pure)
Responsible AI for Earth Observation
Ghamisi, P., Yu, W., Marinoni, A., Gevaert, C. M., Persello, C., Selvakumaran, S., Girotto, M., Horton, B. P., Rufin, P., Hostert, P., Pacifici, F. & Atkinson, P. M., 31 May 2024, (E-pub ahead of print/First online) Ithaca, New York: ArXiv.org.
Research output: Working paper › Preprint › Academic

Open Access
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70 Downloads (Pure)
2023
Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU
Udugama, U. V. B. L., Vosselman, G. & Nex, F., 10 Aug 2023, ArXiv.org, 7 p.
Research output: Working paper › Preprint › Academic

Open Access
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120 Downloads (Pure)
Roof Structure Extraction from Aerial Images and nDSM using Deep Learning
Kenzhebay, M., Zhao, W., Koeva, M. N. & Persello, C., 12 Sept 2023, (Preprints.org).
Research output: Working paper › Preprint › Academic

Open Access
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67 Downloads (Pure)
2022
Flow-based GAN for 3D point cloud generation from a single image
Wei, Y., Vosselman, G. & Yang, M. Y., 8 Oct 2022, ArXiv.org, 13 p.
Research output: Working paper › Preprint › Academic

Open Access
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94 Downloads (Pure)
Hillslope recovery after a major earthquake: InSAR-derived time series analyses to capture earthquake-legacy effect
He, K., Lombardo, L., Chang, L., Sadhasivam, N., Hu, X., Fang, Z., Dahal, A., Fadel, I., Luo, G. & Tanyas, H., 23 Dec 2022.
Research output: Working paper › Preprint › Academic

Open Access
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44 Downloads (Pure)
2021
Text to image generation with Semantic-Spatial Aware GAN
Liao, W., Hu, K., Yang, M. Y. & Rosenhahn, B., 1 Apr 2021, ArXiv.org, p. 1-14, 14 p.
Research output: Working paper › Preprint › Academic

File
121 Downloads (Pure)
2020
CABiNet: Efficient context aggregation network for low-latency semantic segmentation
Kumaar, S., Lyu, Y., Nex, F. & Yang, M. Y., 2 Nov 2020, ArXiv.org, p. 1-8, 8 p.
Research output: Working paper › Preprint › Academic

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150 Downloads (Pure)
NODIS: Neural Ordinary Differential Scene Understanding
Cong, Y., Ackermann, H., Liao, W., Yang, M. Y. & Rosenhahn, B., 18 Jul 2020, ArXiv.org, p. 1-17, 17 p.
Research output: Working paper › Preprint › Academic

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68 Downloads (Pure)