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09/18/2023
NOMAD: A Natural, Occluded, Multi-scale Aerial Dataset, for Emergency Response Scenarios
With the increasing reliance on small Unmanned Aerial Systems (sUAS) for...
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09/06/2023
C-CLIP: Contrastive Image-Text Encoders to Close the Descriptive-Commentative Gap
The interplay between the image and comment on a social media post is on...
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03/01/2023
Has the Virtualization of the Face Changed Facial Perception? A Study of the Impact of Augmented Reality on Facial Perception
Augmented reality and other photo editing filters are popular methods us...
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09/08/2022
Measuring Human Perception to Improve Open Set Recognition
The human ability to recognize when an object is known or novel currentl...
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08/05/2022
Analyzing the Impact of Shape Context on the Face Recognition Performance of Deep Networks
In this article, we analyze how changing the underlying 3D shape of the ...
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03/16/2022
Motif Mining: Finding and Summarizing Remixed Image Content
On the internet, images are no longer static; they have become dynamic c...
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12/16/2021
Forensic Analysis of Synthetically Generated Scientific Images
The widespread diffusion of synthetically generated content is a serious...
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03/28/2021
Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems
Computer vision approaches are widely used by autonomous robotic systems...
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06/06/2020
The Criminality From Face Illusion
The automatic analysis of face images can generate predictions about a p...
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01/17/2020
Automatic Discovery of Political Meme Genres with Diverse Appearances
Forms of human communication are not static — we expect some evolution i...
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01/13/2020
Learning Transformation-Aware Embeddings for Image Forensics
A dramatic rise in the flow of manipulated image content on the Internet...
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01/12/2020
The Next Generation of Human-Drone Partnerships: Co-Designing an Emergency Response System
The use of semi-autonomous Unmanned Aerial Vehicles (UAV) to support eme...
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10/01/2019
Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation
Neural sequence-to-sequence models, particularly the Transformer, are th...
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04/07/2019
Measuring Human Perception to Improve Handwritten Document Transcription
The subtleties of human perception, as measured by vision scientists thr...
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03/24/2019
Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets
Images from social media can reflect diverse viewpoints, heated argument...
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01/06/2019
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples
Subject matching performance in iris biometrics is contingent upon fast,...
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12/21/2018
Face Hallucination Revisited: An Exploratory Study on Dataset Bias
Contemporary face hallucination (FH) models exhibit considerable ability...
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12/07/2018
Backdooring Convolutional Neural Networks via Targeted Weight Perturbations
We present a new type of backdoor attack that exploits a vulnerability o...
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04/18/2018
The Limits and Potentials of Deep Learning for Robotics
The application of deep learning in robotics leads to very specific prob...
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12/06/2017
Coupling Story to Visualization: Using Textual Analysis as a Bridge Between Data and Interpretation
Online writers and journalism media are increasingly combining visualiza...
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06/01/2017
Provenance Filtering for Multimedia Phylogeny
Departing from traditional digital forensics modeling, which seeks to an...
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05/31/2017
U-Phylogeny: Undirected Provenance Graph Construction in the Wild
Deriving relationships between images and tracing back their history of ...
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03/16/2017
Using Human Brain Activity to Guide Machine Learning
Machine learning is a field of computer science that builds algorithms t...
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10/25/2016
Predicting First Impressions with Deep Learning
Describable visual facial attributes are now commonplace in human biomet...
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10/16/2016
To Frontalize or Not To Frontalize: A Study of Face Pre-Processing Techniques and Their Impact on Recognition
Face recognition performance has improved remarkably in the last decade....
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08/02/2016