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Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing
[article]
2021
arXiv
pre-print
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Even though there are numerous Presentation Attack Detection (PAD) techniques based on both deep learning and hand-crafted features, the generalization of PAD for unknown PAI is still a challenging problem ...
proposed method, denoted as IF-OM, is based on a global-local view coupled with De-Folding and De-Mixing to derive the task-specific representation for PAD.During De-Folding, the proposed technique will ...
JCYJ20180305125822769, Tencent "Rhinoceros Birds"-Scientific Research Foundation for Young Teachers of Shenzhen University and the Research Council of Norway (No. 321619 Project "OffPAD"). ...
arXiv:2109.04100v1
fatcat:u24wtltybrhmtnlhyvxuxwp2ru
A Survey of Threats to Research Literature-dependent Medical AI Solutions
2023
ACM Computing Surveys
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We review a wide range of research literature discussing the threats of data pollution in the research literature, feasible attacks impacting MedAI solutions, research literature-based tools, and influence ...
Our contribution lies in presenting a comprehensive literature review, addressing the gap of predatory research vulnerabilities affecting MedAI solutions, and helping to develop robust MedAI solutions ...
Semi-supervised and unsupervised machine-learning techniques are more applicable to developing transformative machine intelligence-based systems for diagnosing and recommending treatments for a range of ...
doi:10.1145/3592597
fatcat:nzwwdzg4abbnfban5algvkbegy
Vision-Language Pre-training: Basics, Recent Advances, and Future Trends
[article]
2022
arXiv
pre-print
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For each category, we present a comprehensive review of state-of-the-art methods, and discuss the progress that has been made and challenges still being faced, using specific systems and models as case ...
vision tasks, such as (open-set) image classification, object detection, and segmentation; and (iii) VLP for video-text tasks, such as video captioning, video-text retrieval, and video question answering ...
We are also grateful to the anonymous reviewers for their insightful feedback, and Mark de Jongh for making the publication of this book possible. ...
arXiv:2210.09263v1
fatcat:rnir7ntrqbg5vmc7elnhw73ezq
Challenges to the deployment of autonomous weapons
2019
Zenodo
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Such human-out-of-the-loop platforms will be capable of selecting targets and delivering lethality without any human interaction. ...
But complex technical difficulties must first be overcome if this new independent and self-learning weapon category can legally be deployed on the battlefield. ...
issue for this chapter is that AWS' various deployment models (the use of software learning to leverage patterns in digital representations of sounds, images and other data) is easily stated but very ...
doi:10.5281/zenodo.3689445
fatcat:suxmfofsozfeheeyjm4bo237j4
The Art of vision: ekphrasis in medieval literature and culture
2016
ChoiceReviews
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He [Baudri] trims his verses to fit the exquisite tablets that his friend the Abbot of Séez gave him . . . broad enough to hold an hexameter, long enough to take eight lines, and coated with green wax, ...
Baudri was very particular about the colouring of his capitals . . . because since the verses are very indifferent, he would like to make sure of readers by the beauty of the MS. ...
became bolder in their attacks upon all images. ...
doi:10.5860/choice.196058
fatcat:avjtolycljapho6kmfch7whl3y
Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation
[article]
2024
arXiv
pre-print
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Then, it presents the Intra-Event Aware Generative Adversarial Network (IEA-GAN), a new geometry-aware generative model that introduces a relational attentive reasoning and Self-Supervised Learning to ...
Building upon this, the work drifts towards a more generic approach and presents YonedaVAE, a Category Theory-inspired generative model that tackles the open problem of Out-of-Distribution (OOD) simulation ...
Your insights in creating new narratives and out-of-the-box thinking were always inspirational for me. Dr. ...
arXiv:2403.13825v1
fatcat:z2za6s6kzfeolatnwzgso4ntiq
Refract Journal, Volume 2: "Translation"
2019
Refract An Open Access Visual Studies Journal
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These hand-drawn maps and plots that literally fold out of the pages of the reports also present new ways of seeing the colonial terrain over which the Company was administrating. ...
From a young age I learned the power of the internet for self-birthing and creation. ...
Our cast of presenters in 2018, for example, included students of fashion, filmmakers, faculty in education, women's studies, and fine arts departments, and representatives of major museums and self-run ...
doi:10.5070/r72145897
fatcat:pswqtamgoretticqtesag426em
Fairy Tale as Myth/Myth as Fairy Tale
[chapter]
2002
The Brothers Grimm
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The key image in most of the illustrated versions of Madame Le Prince de Beaumont's tale from the eighteenth century to the present reveal Beauty, full of pity leaning over some enormous furry creature ...
Beauty must learn to tame her own desires to fit a male civilizing code in such a way that she appears to be the agent of her own desires. ...
Cf. the different essays in Nancy Armstrong and Leonard Tennenhouse, eds., The Violence of Representation: Literature and the History of Violence (New York: Routledge, 1989 ...
doi:10.1007/978-1-137-09873-3_9
fatcat:3nvpl7taxbbu5pmedgrdisaxrq
Painting Women: Cosmetics, Canvases, and Early Modern Culture
2007
The Sixteenth Century Journal
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in rituals of self-shaming and communal lament presented for the viewing pleasure of male spectators. ...
That October students at the College de Navarre presented a farce portraying Marguerite as a violent attacker of Catholicism. 61 Finally, in the same month, suspicions of Marguerite's involvement in ...
The image thereby vindicates the art of painting by emphasizing its function, like the mirror's, as a tool for spiritual self-examination, a Biblia pauperum. ...
doi:10.2307/20478552
fatcat:d762r7vcd5eshbokcmqhfdyat4
Wireless Optogenetic Stimulation of Oxytocin Neurons in a Semi-natural Setup Dynamically Elevates Both Pro-social and Agonistic Behaviors
2020
Neuron
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Here, we present a head-mounted, magnetically activated device for wireless optogenetic manipulation that is compact, simple to construct, and suitable for use in group-living mice in an enriched semi-natural ...
Our findings support the social salience hypothesis of oxytocin and emphasize the importance of the environment in the study of social neuromodulators. ...
Images were captured using a confocal microscope (Zeiss LSM510 and LSM700) at 10x or 20x magnification. Image analysis was carried out using IMARIS (9.5) software. ...
doi:10.1016/j.neuron.2020.05.028
pmid:32544386
pmcid:PMC7447984
fatcat:ypp5pnlzozdpfkj7pjpt3yogla
Intelligent Edge-Embedded Technologies for Digitising Industry
[chapter]
2022
Intelligent Edge-Embedded Technologies for Digitising Industry
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The "River Publishers Series in Communications and Networking" is a series of comprehensive academic and professional books which focus on communication and network systems. ...
Topics range from the theory and use of systems involving all terminals, computers, and information processors to wired and wireless networks and network layouts, protocols, architectures, and implementations ...
Part of this work received funding from Germany's Federal Ministry for Economic Affairs and Energy under grant agreement No. 01MT20005 (BIG -The next big thing in Embodied Intelligence). ...
doi:10.13052/rp-9788770226103
fatcat:mgz277pmkbetvbpoaomoktzgzi
Digital Learning, Discourse, and Ideology
[chapter]
2017
Encyclopedia of Educational Philosophy and Theory
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The debt divide: The racial and class bias behind the "new normal" of student borrowing. ...
The making of the indebted man: An essay on the neoliberal condition (trans: Joshua J. D). Los Angeles: Semiotext(e). ...
, (de)contextualization, removedness, and supplementarity, honing the displacement of the truth of the Being of being in the moment of the reversal of self-identity through teaching and learning. ...
doi:10.1007/978-981-287-588-4_122
fatcat:xseqwos3kreb5obccojsgzugpa
GEOCULTURE AND GEOPOLITICS What Interplay for Soft Power Intercommunication(s) in a Globalized World?
[article]
2022
Zenodo
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The Discourse of Geo-politics/culture across Places and Spaces Prologue La Méditerranée au-delà de la géopolitique Francesco Caddeo _________________________________________64 Extra-political Contacts ...
The Geo-trio: Crossing Boundaries between Economics, Politics, and Culture Prologue Geo-cultural and Political Dialogue between Pakistan and Turkey: Resetting the Diplomatic Pace for 'soft power,' Regional ...
A shared empathy for the crisis affecting all of us, albeit some more than others, was detected. ...
doi:10.5281/zenodo.7437581
fatcat:fscxu6avtnbxncqzpmd7iazoj4
The Democratization of Artificial Intelligence
[chapter]
2019
The Democratization of Artificial Intelligence
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Lecture held at the Barnard College for Women. (https://www.youtube. com/watch?v=ps8J6a7g_BA) [Last access 24.4.2019]. ...
BBC (http:// www.bbc.com/capital/story/20190307-the-hidden-armies-that-power-the-in ternets-new-stars) [Last access 24.4.2019]. ...
Net Politics in the Era of Learning Algorithms" in Bochum, September 2018 led by Andreas Sudmann and with the members of the ITEA3 project "Industrial-grade Verification and Validation of Evolving Systems ...
doi:10.1515/9783839447192-001
fatcat:7yjb2m5p7jdt7dvkpzsuttbvf4
The Calabi-Yau Landscape: from Geometry, to Physics, to Machine-Learning
[article]
2020
arXiv
pre-print
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We present a pedagogical introduction to the recent advances in the computational geometry, physical implications, and data science of Calabi-Yau manifolds. ...
and some machine-learning to both. ...
of a wall were linked up and stimulated in order to learn/produce pixelated images. ...
arXiv:1812.02893v2
fatcat:fvjjtjo2tngjzl6ubuv42f56va
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