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03/17/2020
Hyperplane Arrangements of Trained ConvNets Are Biased
We investigate the geometric properties of the functions learned by trai...
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05/21/2019
Geometry of Deep Convolutional Networks
We give a formal procedure for computing preimages of convolutional netw...
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07/08/2015
Spotlight the Negatives: A Generalized Discriminative Latent Model
Discriminative latent variable models (LVM) are frequently applied to va...
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12/20/2014
Visual Instance Retrieval with Deep Convolutional Networks
This paper provides an extensive study on the availability of image repr...
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11/24/2014
Persistent Evidence of Local Image Properties in Generic ConvNets
Supervised training of a convolutional network for object classification...
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06/22/2014
Factors of Transferability for a Generic ConvNet Representation
Evidence is mounting that Convolutional Networks (ConvNets) are the most...
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05/27/2014
Large Scale, Large Margin Classification using Indefinite Similarity Measures
Despite the success of the popular kernelized support vector machines, t...
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05/22/2014