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Learning to Fly by MySelf: A Self-Supervised CNN-Based Approach for Autonomous Navigation

Alexandros Kouris, Christos-Savvas Bouganis
2018 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)  
In this work, we introduce a self-supervised CNN-based approach for indoor robot navigation.  ...  Autonomous navigation methods can act as an enabler for the safe deployment of drones on a wide range of real-world civilian applications.  ...  Lately, a state-of-the-art transfer learning approach has been introduced by Loquercio et al. in which a CNN trained on data collected by cars and bicycles is successfully applied on a drone to fly autonomously  ... 
doi:10.1109/iros.2018.8594204 dblp:conf/iros/KourisB18 fatcat:hbnttqeklzfitamruim2ax5wgm

Automated Deep Learning: Neural Architecture Search Is Not the End [article]

Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2022 arXiv   pre-print
Deep learning (DL) has proven to be a highly effective approach for developing models in diverse contexts, including visual perception, speech recognition, and machine translation.  ...  Consequently, in response to these issues, a new field has emerged over the last few years: automated deep learning (AutoDL).  ...  Acknowledgments: XD and DJK acknowledge financial support secured by BG, which funded their participation in this study and the ongoing "Automated and Autonomous Machine Learning" project as part of the  ... 
arXiv:2112.09245v3 fatcat:dujfh7pzmzbrtdyoshkl4kpbsm


2021 2021 National Conference on Communications (NCC)  
In this talk, we will navigate from 5G to 6G use cases, requirements, and enablers involving aerial and spaceborne communications, also acting as a catalyst for much-needed new research.  ...  In the final section, advanced concepts related to the use of modern machine learning and deep learning algorithms on automotive radar data for varied applications such as pedestrian detection, object  ...  In this paper, a convolutional neural network(CNN) based learning approach has been proposed to estimate the primary source in 2D space.  ... 
doi:10.1109/ncc52529.2021.9530194 fatcat:ahdw5ezvtrh4nb47l2qeos3dwq

The Secret Recipe to Leadership and Career Pathway Success in Dietetics

P. Sochacki
2017 Journal of the Academy of Nutrition and Dietetics  
A total of twenty participants (eighteen women and two men) were selected for this qualitative research study.  ...  I used participants' self-reported assessments and my own personal interpretation to identify how certain distinct traits emerged and related to the types of career pathways they chose.  ...  As described by Cathy, I would definitely self-classify myself as being an introvert.  ... 
doi:10.1016/j.jand.2017.06.297 fatcat:f7fflvhlkzahzewbbrsfzu6nru

In folly ripe. In reason rotten. Putting machine theology to rest [article]

Mihai Nadin
2017 arXiv   pre-print
challenges posed by machine theology.  ...  AI, in the perspective of time, proved to be less an acronym for artificial intelligence and more of automating tasks associated with intelligence.  ...  The c-machine entrusts the human being with the ability to interact on-the-fly with a computation process (as, for example, in supervised learning neural networks).  ... 
arXiv:1712.04306v1 fatcat:5fm2uedopbej3ihpivzxcou5oq

Chapter 9. Acting the Author [chapter]

Pamela Henney
2017 Writing Pathways to Student Success  
In fact, the Self is informed as much by the character developed for performance, as the character is informed by the Self.  ...  This research could be used to produce a report for the agency or for a community-based research paper.  ... 
doi:10.37514/pra-b.2017.7707.2.09 fatcat:hrrjlyorsrdrrhu4vpmgedvkdq

Digitally Connected: Global Perspectives on Youth and Digital Media

Sandra Cortesi, Urs Gasser, Gameli Adzaho, Bruce Baikie, Jacqueline Baljeu, Matthew Battles, Jacqueline Beauchere, Elsa Brown, Jane O Burns, Patrick Burton, Jasmina Byrne, Maximillion Colombo (+37 others)
2015 Social Science Research Network  
The opportunity to share our experiences with our international colleagues was invaluable, and we eagerly look forward to a collaborative future. References / Resources / Links  ...  Opportunities for self-directed learning are limited to information in books and newspapers, which might not be easily understood by young learners.  ...  CNN.  ... 
doi:10.2139/ssrn.2585686 fatcat:ehi5kz4qmrc2ni5kiqfc5btzbe

Sensors, Robotics and Artificial Intelligence in Precision Orchard Management (POM)

Kushtrim Bresilla
This is done through a series of sensors specialized for a purpose, then the data is transferred to cloud for intelligent processing and further data analytics and at the end is either suggested to take  ...  As agriculture becomes more high tech, a growing number of farmers are using GPSequipped autonomous systems supported by platforms that collect data on plants, soil, and weather.  ...  Well, I will try not to be that robotic, and this is definitely no template (even chose different fonts for this).  ... 
doi:10.48676/unibo/amsdottorato/8980 fatcat:7box2vnjijgufk6l4k7nreqbai

Your ad here: the cool sell of guerrilla marketing

2013 ChoiceReviews  
By studying the practice of guerrilla marketing -the umbrella term here for an assortment of product placement, outdoor alternative-ambient, word-of-mouth, and consumer-generated approaches -we can better  ...  By studying the practice of guerrilla marketing -the umbrella term here for an assortment of product placement, outdoor alternative-ambient, word-of-mouth, and consumer-generated approaches -we can better  ...  So, it's like, a tool for us to learn and a tool for them to learn at the same time.  ... 
doi:10.5860/choice.51-0376 fatcat:ubulvivuavgbdkbt2qvdusoff4

Learning Race and Ethnicity: Youth and Digital Media

Barbara Crow
2009 Information, Communication & Society  
The defining frame for this series is not a particular theoretical or disciplinary approach, nor is it a fixed set of topics.  ...  Unlike the early years in the development of computers and computer-based media, digital media are now commonplace and pervasive, having been taken up by a wide range of individuals and institutions in  ...  These phrases, while somewhat derogatory in nature, are intended only as a slang means of expression that can be generally accepted by everyone in an effort not to offend or incite, and are not aimed at  ... 
doi:10.1080/13691180802552908 fatcat:f2tko4i24fcc5nxrcgcua4mtju

Voices of resistance: testimonies of Cuban and Chilean women

1999 ChoiceReviews  
When I approached Alfonso Gonzalez and introduced myself, she was eager to tell me her story.  ...  Sometimes when he was navigating (he always used the word "navigate"), I would go with him.  ...  In the invasion of the Bay of Pigs, "over 100 exiles died in the attack as well as four Americans flying for the CIA. Close to 1,200 other exiles were taken prisoner by the Cubans" (1986, 209). 6.  ... 
doi:10.5860/choice.36-5846 fatcat:appoqao45vfrzcmot5ftvo46tq

Download full issue

Stuart J Murray
2015 MediaTropes  
Based on my research, little seemed to change for several decades.  ...  As of 2010, the Air Force was spending nearly $3 billion a year buying and operating UAVs and training more pilots to fly "unmanned" than "manned" aircraft 12 (Markoff, 2010) , and by 2011 the amount  ...  digital activism (Summerhayes) to crowdsourced self-defence (Beaton) to the cinematic conventions of political paranoia (Epstein & Steinberg) .  ... 
doaj:6a5152da15f64f16ae1616cb5d864859 fatcat:bl4wlg4psbenjjlnaygtxitp7a

Volume 65.1 (2020)

2020 American Studies  
A m e r i k a s t u d i e n A m e r i c a n S t u d i e s A Q u a r t e r l y eISSN 2625-2155 65 | 1 2020 general editors Prof. Dr.  ...  As a consequence, they are unable to become autonomous, let alone achieve any sense of self or fall in love with another person.  ...  As for Darl, he suffers from an extreme absence of a sense of self manifested by an inability to find the correct distance between himself (or rather his empty self) and his father, his mother, and the  ... 
doi:10.33675/amst/2020/1/1 fatcat:6dnuatj72bfy5nozgoheijnhxu

Response to Part II�Being Rhetorical When We Teach Intellectual Property and Fair Use [chapter]

James E. Porter
2011 Copy(write): Intellectual Property in the Writing Classroom  
And we see that to share the power of writing is to share the means for all to articulate their needs, interest, and learning into the great experiment of literacy.  ...  Consistent with the wide ranging approaches characteristic of teaching and scholarship in writing across the curriculum, the series presents works that take divergent perspectives on working as a writer  ...  The one-tiered approach: Institutions used precise language situating authors into one category (e.g., "employee"). 4.  ... 
doi:10.37514/per-b.2011.2355.2.14 fatcat:atwfonbxvndobero5uojltt4ga

Amateurism and the Aesthetics of Lego Stop-Motion on YouTube

Shannon Brownlee
2016 Film Criticism  
By introducing a gap between self and world, 3 media enable a distance required for any relation to the self.  ...  The Internet platform YouTube naturally offers potential for media-based self-referentiality.  ...  Compare this activity to a concept of the public sphere, based on "the need of bourgeois private people to create a forum for a critically debating public: to read periodicals and to discuss them, to exchange  ... 
doi:10.3998/fc.13761232.0040.204 fatcat:2zepfcqf4fgltb4il3cuh2pudi
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