Search Results for author: Sonia Poltoratski

Found 2 papers, 1 papers with code

Guiding Machine Perception with Psychophysics

1 code implementation5 Jul 2022 Justin Dulay, Sonia Poltoratski, Till S. Hartmann, Samuel E. Anthony, Walter J. Scheirer

{G}{ustav} Fechner's 1860 delineation of psychophysics, the measurement of sensation in relation to its stimulus, is widely considered to be the advent of modern psychological science.

Validation and generalization of pixel-wise relevance in convolutional neural networks trained for face classification

no code implementations16 Jun 2020 Jñani Crawford, Eshed Margalit, Kalanit Grill-Spector, Sonia Poltoratski

To be interpretable and useful to humans, such a method should convey a model's learned classification strategy in a way that is robust to random initializations or spurious correlations in input data.

Classification Face Recognition +1

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