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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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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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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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07/08/2021
Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer
Online handwriting recognition has been studied for a long time with onl...
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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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11/05/2020
Sampled Nonlocal Gradients for Stronger Adversarial Attacks
The vulnerability of deep neural networks to small and even imperceptibl...
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10/21/2020
Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment
Process Mining has recently gained popularity in healthcare due to its p...
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10/02/2020