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05/21/2023
From Patches to Objects: Exploiting Spatial Reasoning for Better Visual Representations
As the field of deep learning steadily transitions from the realm of aca...
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05/21/2023
Contrastive Language-Image Pretrained Models are Zero-Shot Human Scanpath Predictors
Understanding the mechanisms underlying human attention is a fundamental...
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05/03/2023
FastAMI – a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
Clustering is at the very core of machine learning, and its applications...
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11/22/2022
Simulating Human Gaze with Neural Visual Attention
Existing models of human visual attention are generally unable to incorp...
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07/26/2022
Active Learning of Ordinal Embeddings: A User Study on Football Data
Humans innately measure distance between instances in an unlabeled datas...
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04/19/2022
Behind the Machine's Gaze: Biologically Constrained Neural Networks Exhibit Human-like Visual Attention
By and large, existing computational models of visual attention tacitly ...
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03/14/2022
Don't Get Me Wrong: How to apply Deep Visual Interpretations to Time Series
The correct interpretation and understanding of deep learning models is ...
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08/13/2021
SVC-onGoing: Signature Verification Competition
This article presents SVC-onGoing, an on-going competition for on-line s...
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06/01/2021
ICDAR 2021 Competition on On-Line Signature Verification
This paper describes the experimental framework and results of the ICDAR...
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05/26/2021
Towards an IMU-based Pen Online Handwriting Recognizer
Most online handwriting recognition systems require the use of specific ...
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05/21/2021
Exploring Misclassifications of Robust Neural Networks to Enhance Adversarial Attacks
Progress in making neural networks more robust against adversarial attac...
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02/24/2021
Identifying Untrustworthy Predictions in Neural Networks by Geometric Gradient Analysis
The susceptibility of deep neural networks to untrustworthy predictions,...
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01/11/2021
System Design for a Data-driven and Explainable Customer Sentiment Monitor
The most important goal of customer services is to keep the customer sat...
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09/15/2020
Gravitational Models Explain Shifts on Human Visual Attention
Visual attention refers to the human brain's ability to select relevant ...
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06/19/2020
Wave Propagation of Visual Stimuli in Focus of Attention
Fast reactions to changes in the surrounding visual environment require ...
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02/11/2020
Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing Approach
Human visual attention is a complex phenomenon. A computational modeling...
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02/06/2020
End-to-End Models for the Analysis of Pupil Size Variations and Diagnosis of Parkinson's Disease
It is well known that a systematic analysis of the pupil size variations...
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07/17/2018
Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks
The effectiveness of deep neural architectures has been widely supported...
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02/07/2018
FixaTons: A collection of Human Fixations Datasets and Metrics for Scanpath Similarity
In the last three decades, human visual attention has been a topic of gr...
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03/10/2017
