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09/24/2022
Raising the Bar on the Evaluation of Out-of-Distribution Detection
In image classification, a lot of development has happened in detecting ...
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07/02/2019
Visualizing and Describing Fine-grained Categories as Textures
We analyze how categories from recent FGVC challenges can be described b...
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08/22/2018
Second-order Democratic Aggregation
Aggregated second-order features extracted from deep convolutional netwo...
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07/21/2017
Improved Bilinear Pooling with CNNs
Bilinear pooling of Convolutional Neural Network (CNN) features [22, 23]...
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12/01/2015
Implicit Sparse Code Hashing
We address the problem of converting large-scale high-dimensional image ...
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06/03/2015
One-to-many face recognition with bilinear CNNs
The recent explosive growth in convolutional neural network (CNN) resear...
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04/29/2015