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07/21/2023
HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness
Convolutional Neural Networks (CNN) are known to exhibit poor generaliza...
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01/20/2023
Improving Sketch Colorization using Adversarial Segmentation Consistency
We propose a new method for producing color images from sketches. Curren...
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01/26/2022
How Robust are Discriminatively Trained Zero-Shot Learning Models?
Data shift robustness has been primarily investigated from a fully super...
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02/11/2021
Adversarial Segmentation Loss for Sketch Colorization
We introduce a new method for generating color images from sketches or e...
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09/16/2020
Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos
In many real-world problems, there is typically a large discrepancy betw...
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08/17/2020
A Deep Dive into Adversarial Robustness in Zero-Shot Learning
Machine learning (ML) systems have introduced significant advances in va...
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02/13/2020
GANILLA: Generative Adversarial Networks for Image to Illustration Translation
In this paper, we explore illustrations in children's books as a new dom...
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05/19/2018
Wildest Faces: Face Detection and Recognition in Violent Settings
With the introduction of large-scale datasets and deep learning models c...
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04/10/2017
DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books
This paper is motivated from a young boy's capability to recognize an il...
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07/10/2014
FAME: Face Association through Model Evolution
We attack the problem of learning face models for public faces from weak...
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07/09/2014
Classifying Fonts and Calligraphy Styles Using Complex Wavelet Transform
Recognizing fonts has become an important task in document analysis, due...
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01/03/2014
ConceptVision: A Flexible Scene Classification Framework
We introduce ConceptVision, a method that aims for high accuracy in cate...
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01/03/2014
What is usual in unusual videos? Trajectory snippet histograms for discovering unusualness
Unusual events are important as being possible indicators of undesired c...
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12/16/2013