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"ANSELMI FABIO"
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On Invariance and Selectivity in Representation Learning
by
Anselmi
,
Fabio
,
Rosasco, Lorenzo
,
Poggio, Tomaso
Year of Publication
19.03.2015
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62
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Invariant Representations: Mathematics of Invariance
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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63
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Fungal rhinosinusitis in patients with chronic sinusal disease
by
Dall'Igna, Celso
,
Palombini, Bruno Carlos
,
Anselmi
,
Fabio
,
Araújo, Elisabeth
,
Dall'Igna, Daniela Pernigotti
Published in
Brazilian journal of otorhinolaryngology
(01.11.2005)
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Unsupervised Learning and Computation of an Invariant Signature (One-Layer Architecture)
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Appendix
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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66
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Learning the Wiring in the Single-Cell Model
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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67
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Tuning of Simple Cells
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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A.3 Multilayer Architecture: Invariance, Covariance, and Selectivity
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Spectral Theory and Pooling
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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70
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Optimal Templates for Scale and Position Invariance Are Gabor Functions
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Ideas for Research
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Invariance Reduces Sample Complexity of Learning
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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A.10 Invariant Representations and Their Cost in Number of Orbit Elements
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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A.11 Nonlinearities Are Key in Gaining Compression from Repeated Random Projections
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Development of Class-Specific and Object-Specific Modules
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Discussion
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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A.1 Invariant Representations and Bounds on Learning Rates: Sample Complexity
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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A Single-Cell Model of Simple and Complex Cells
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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Partially Observable Groups
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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i-Theory, Deep Learning Networks, and the Visual Cortex
by
Anselmi
,
Fabio
,
Poggio, Tomaso A
Published in
Visual Cortex and Deep Networks
(2016)
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