Discriminator Feature-Based Inference by Recycling the Discriminator of GANs
نویسندگان
چکیده
منابع مشابه
Characterizing Binary Discriminator Algebras
The concept of the (dual) binary discriminator was introduced by R.Halaš, I.G.Rosenberg and the author in 1999. We study finite algebras having the (dual) discriminator as a term function. In particular, a simple characterization is obtained for such algebras with a majority term function.
متن کاملA neural network-based spike discriminator.
A software routine to reconstruct individual spike trains from multi-neuron, single-channel extracellular recordings was designed. Using a neural network algorithm that automatically clusters and sorts the spikes, the only user input needed is the threshold level for spike detection and the number of unit types present in the recording. Adaptive features are included in the algorithm to allow f...
متن کاملcGANs with Projection Discriminator
We propose a novel, projection based way to incorporate the conditional information into the discriminator of GANs that respects the role of the conditional information in the underlining probabilistic model. This approach is in contrast with most frameworks of conditional GANs used in application today, which use the conditional information by concatenating the (embedded) conditional vector to...
متن کاملA Note on the Discriminator
For f(X) ∈ Z[X], let Df (n) be the least positive integer k for which f(1), . . . , f(n) are distinct modulo k. Several results have been proven about the function Df in recent years, culminating in Moree’s characterization of Df (n) whenever f lies in a certain (large) subset of Z[X] and n is sufficiently large. We give several improvements of Moree’s result, as well as further results on the ...
متن کاملIndian Tea Discriminator: SVM Approach
Artificial Organoleptic Systems are being used today for a variety of detection tasks from quality control of food products to medical diagnosis. The optimization of sample preparation, signal processing, feature extraction, classifier are as important as choice of sensors within the array in enhancing the performance of the organoleptic system. It is difficult to determine if all features cons...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Vision
سال: 2020
ISSN: 0920-5691,1573-1405
DOI: 10.1007/s11263-020-01311-4