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By using rotating convolutions as building blocks and passing only the values corresponding to the maximally activating orientation throughout the network in the form of orientation encoding vector fields, RotEqNet treats rotated versions of the same object with the same filter bank and therefore achieves state-of-the-art performances even when using very small architectures trained from scratch.
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Tree-shaped networks are now being considered as small-scale architectures for high-densities in electronics cooling and fuel cells design.
After decades of working for the family business, he says he is considering opening a small architecture firm when he retires.
Plus, we'd both been laid off from our jobs: I from a community college where I taught English, and he from a small architecture firm.
There are museums that regularly present architecture exhibitions; nonprofit groups that sponsor shows, lectures and panels; hundreds of small architecture studios where good work is being done; and major outlets of the design press.
UNTIL recently, Ed Galloway and Gordon Kahn led a quiet life, as quiet a life as one could hope for a couple with three young children, a dog, a warmly chaotic apartment on the Upper West Side and a small architecture firm to run.
Small wonder then that a small architecture firm, Bread Studio, has proposed a floating cemetery that would not only come with great feng shui but also avoid encroaching on precious land.
There, a sacred site on the Kii Peninsula south of Ise reveals the haunting presence of the great, constantly plunging force which all but overwhelms the small architecture of the Shintō shrine that honours the natural site.
HONG KONG — A small architecture firm in Hong Kong has come up with an unusual proposal for what to do about the worsening shortage of cemetery space in a crowded and expensive city: Build one that can float.
Small architecture and regularization method were adopted to avoid over-fitting problems.
The use of compact identical processing elements results in a high performance yet small architecture.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com