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Machine Learning
A Remote Sensing Method to Monitor Water, Aquatic Vegetation, and Invasive Water Hyacinth at National Extents
Diverse freshwater biological communities are threatened by invasive aquatic alien plant (IAAP) invasions and consequently, cost …
Geethen Singh
,
Chevonne Reynolds
,
Marcus Byrne
,
Benjamin Rosman
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If Dropout Limits Trainable Depth, Does Critical Initialisation Still Matter? A Large-scale Statistical Analysis on ReLU Networks
Recent work in signal propagation theory has shown that dropout limits the depth to which information can propagate through a neural …
Arnu Pretorius
,
Elan Van Biljon
,
Benjamin van Niekerk
,
Ryan Eloff
,
Matthew Reynard
,
Steven James
,
Benjamin Rosman
,
Herman Kamper
,
Steve Kroon
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