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20092025
most citedUncertainty Quantification in Complex Simulation Models Using Ensemble Copula Coupling

264 citations

Showing 2021Show all

5 papers · 1 filter

cs.CV2021★ 24 cited

Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks

Qinghui Liu, Michael Kampffmeyer, Robert Jenssen +1

Multi-modality data is becoming readily available in remote sensing (RS) and can provide complementary information about the Earth's surface. Effective fusion of multi-modal inform…

math.ST2021★ 2 cited

Is the mode elicitable relative to unimodal distributions?

Claudio Heinrich-Mertsching, Tobias Fissler

Statistical functionals are called elicitable if there exists a loss or scoring function under which the functional is the optimal point forecast in expectation. While the mean and…

stat.AP2021★ 6 cited

Quantile based modelling of diurnal temperature range with the five-parameter lambda distribution

Silius M. Vandeskog, Thordis L. Thorarinsdottir, Ingelin Steinsland +1

Diurnal temperature range is an important variable in climate science that can provide information regarding climate variability and climate change. Changes in diurnal temperature…

eess.IV2021★ 29 cited

Residual Networks based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment

Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche +1

Laparoscopic images and videos are often affected by different types of distortion like noise, smoke, blur and nonuniform illumination. Automatic detection of these distortions, fo…

cs.CL2021★ 25 cited

skweak: Weak Supervision Made Easy for NLP

Pierre Lison, Jeremy Barnes, Aliaksandr Hubin

We present skweak, a versatile, Python-based software toolkit enabling NLP developers to apply weak supervision to a wide range of NLP tasks. Weak supervision is an emerging machin…