chris fabian

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Most recently I co-founded Giga - a partnership between UNICEF and ITU to structure…

Aktivitäten

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Berufserfahrung und Ausbildung

  • UNICEF

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Veröffentlichungen

  • Automated School Location Mapping at Scale from Satellite Imagery Based on Deep Learning

    Remote Sensing

    Computer vision for large scale building detection can be very challenging in many environments and settings even with recent advances in deep learning technologies. Even more challenging is modeling to detect the presence of specific buildings (in this case schools) in satellite imagery at a global scale. However, despite the variation in school building structures from rural to urban areas and from country to country, many school buildings have identifiable overhead signatures that make them…

    Computer vision for large scale building detection can be very challenging in many environments and settings even with recent advances in deep learning technologies. Even more challenging is modeling to detect the presence of specific buildings (in this case schools) in satellite imagery at a global scale. However, despite the variation in school building structures from rural to urban areas and from country to country, many school buildings have identifiable overhead signatures that make them possible to be detected from high-resolution imagery with modern deep learning techniques. Our hypothesis is that a Deep Convolutional Neural Network (CNN) could be trained for successful mapping of school locations at a regional or global scale from high-resolution satellite imagery. One of the key objectives of this work is to explore the possibility of having a scalable model that can be used to map schools across the globe. In this work, we developed AI-assisted rapid school location mapping models in eight countries in Asia, Africa, and South America. The results show that regional models outperform country-specific models and the global model. This indicates that the regional model took the advantage of having been exposed to diverse school location structure and features and generalized better, however, the global model was the worst performer due to the difficulty of generalizing the significant variability of school location features across different countries from different regions.

    Andere Autor:innen
    Veröffentlichung anzeigen
  • Un-chained: Experiments and Learnings in Crypto at UNICEF

    MIT

    Innovations: Technology, Governance, Globalization
    Volume 12 | Issue 1-2 | Summer-Fall 2018
    p.30-45

    Veröffentlichung anzeigen
  • The Ethics of Innovation

    Stanford Social Innovation Review

    An ethical framework can bridge the worlds of startup technology and international development to strengthen cross-sector innovation in the social sector.

    Andere Autor:innen
    • robert fabricant
    Veröffentlichung anzeigen
  • Mobile technology for children : designing for interaction and learning (chapter)

    Morgan Kaufmann Publishers/Elsevier

    Children are one of the largest new user groups of mobile technology -- from phones to micro-laptops to electronic toys. These products are both lauded and criticized, especially when it comes to their role in education and learning. The need has never been greater to understand how these technologies are being designed and to evaluate their impact worldwide. Mobile Technology for Children brings together contributions from leaders in industry, non-profit organizations, and academia to offer…

    Children are one of the largest new user groups of mobile technology -- from phones to micro-laptops to electronic toys. These products are both lauded and criticized, especially when it comes to their role in education and learning. The need has never been greater to understand how these technologies are being designed and to evaluate their impact worldwide. Mobile Technology for Children brings together contributions from leaders in industry, non-profit organizations, and academia to offer practical solutions for the design and the future of mobile technology for children.

    Veröffentlichung anzeigen

Projekte

  • Digital Public Goods Alliance

    The aim of the Digital Public Goods Alliance and Platform is to help accelerate attainment of the Sustainable Development Goals in low- and middle-income countries. The Alliance and Platform facilitates the discovery, development, use of, and investment in, openly licensed technologies, data models, and content of high relevance for attainment of the Sustainable Development Goals (SDGs).

    Andere Mitarbeiter:innen
    • Sunita Grote
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  • UN Innovation Network

    The UN Innovation Network (UNIN) is an informal, collaborative community of UN innovators interested in sharing their expertise and experience with others to promote and advance innovation within the UN System. The work of the UNIN is driven by the interests and needs of its members.

    For innovation practitioners, the Network hosts regular knowledge sharing sessions to review and discuss the application of new innovation trends and how they can contribute to achieving the SDGs. It also…

    The UN Innovation Network (UNIN) is an informal, collaborative community of UN innovators interested in sharing their expertise and experience with others to promote and advance innovation within the UN System. The work of the UNIN is driven by the interests and needs of its members.

    For innovation practitioners, the Network hosts regular knowledge sharing sessions to review and discuss the application of new innovation trends and how they can contribute to achieving the SDGs. It also helps Agencies share tools, resources and best practices for innovating in the UN.

    The Network also engages with senior UN leaders and advises them on how to build structures to promote innovation, activate innovation partnerships and create a culture of innovation in their organisations.

    The UN Innovation Network was founded in 2015 and is jointly chaired by UNICEF and WFP. UNIN is open to innovators from all UN Agencies and to date, representatives from over 65 entities in over 100 countries have joined the Network.

    Andere Mitarbeiter:innen
    • Robert Opp
    • Johanna Jochim
    Projekt anzeigen

Auszeichnungen/Preise

  • Patrick J. McGovern Tech for Humanity Prize

    Computer History Museum

    The Patrick J. McGovern Tech for Humanity Prize fosters a global community of changemakers committed to using technology in service to humanity. Selected from a field of 80 outstanding applications, the 2021 finalists for the Changemaker Prize come from all over the world and work in a wide range of sectors.

    https://computerhistory.org/mcgovern-finalists-2021/

  • 25 People Using Technology to Save the World

    WIRED

    WIRED25: Stories of People Who Are Racing to Save Us
    Humanity is facing thorny problems on all fronts. These folks are working to solve them—and trying to avoid the unintended consequences this time.

    https://www.wired.com/story/wired25-stories-people-racing-to-save-us/

  • Central Academy of Fine Arts (China) Honorary Scholar

    CAFA: Central Academy of Fine Arts (China)

  • Commisioner : Lancet Governing Digital Health Futures Commission

    Lancet & Financial Times

    https://www.governinghealthfutures2030.org/staff-member/christopher-fabian/

    For the first time, a joint The Lancet & Financial Times Commission entitled Growing up in a digital world: Governing health futures 2030 is exploring the convergence of digital health, artificial intelligence (AI) and other frontier technologies with universal health coverage (UHC) to support attainment of the third Sustainable Development Goal (SDG).

  • Newsweek Blockchain Impact Council Member

    Newsweek

    https://www.newsweek.com/sponsored/blockchain-impact-awards-2019/christopher-fabian

    NEWSWEEK IS WORKING WITH GLOBAL EXPERTS IN THE BLOCKCHAIN WORLD TO PRESENT THE FIRST EVER NEWSWEEK BLOCKCHAIN IMPACT AWARDS. THE AWARDS WILL RECOGNIZE ENTREPRENEURS AND ENTERPRISES THAT ARE DEVELOPING BLOCKCHAIN APPLICATIONS TO ACCOMPLISH A SOCIAL GOOD.

    OUR MISSION IS TO SPOTLIGHT THE PROMISE OF THEIR DISRUPTIVE IDEAS, DRAWING ON NEWSWEEK'S NEARLY CENTURY-LONG HERITAGE OF COVERING THE WORLD AND THE…

    https://www.newsweek.com/sponsored/blockchain-impact-awards-2019/christopher-fabian

    NEWSWEEK IS WORKING WITH GLOBAL EXPERTS IN THE BLOCKCHAIN WORLD TO PRESENT THE FIRST EVER NEWSWEEK BLOCKCHAIN IMPACT AWARDS. THE AWARDS WILL RECOGNIZE ENTREPRENEURS AND ENTERPRISES THAT ARE DEVELOPING BLOCKCHAIN APPLICATIONS TO ACCOMPLISH A SOCIAL GOOD.

    OUR MISSION IS TO SPOTLIGHT THE PROMISE OF THEIR DISRUPTIVE IDEAS, DRAWING ON NEWSWEEK'S NEARLY CENTURY-LONG HERITAGE OF COVERING THE WORLD AND THE FORCES AND MOVEMENTS THAT SHAPE IT. ​

  • Edmund Hillary Fellow

    Edmund Hillary Fellowship

    New Zealand’s most prestigious technology and innovation fellowship

  • Tribeca Disruptive Innovation Fellow

    Tribeca Disruptive Innovation Awards

    https://www.disruptorawards.com/2017-honoree-blog

  • TIME Magazine’s 100 Most Influential people

    TIME Magazine

    Time 100

Organisationen

  • Panel for the Future of Science and Technology (STOA) European Parliament

    Board Member

    –Heute

    To intensify its activities in the field of artificial intelligence (AI), STOA has launched its Centre for AI (C4AI). C4AI was established by decision of the STOA Panel on 19 December 2019, and was announced at the high-level STOA workshop 'The Future of Artificial Intelligence for Europe', which took place on 29 January 2020 at the European Parliament in Brussels. "Recent advances in AI bring with them new capabilities, applications and real societal challenges. Scientists, policy-makers and…

    To intensify its activities in the field of artificial intelligence (AI), STOA has launched its Centre for AI (C4AI). C4AI was established by decision of the STOA Panel on 19 December 2019, and was announced at the high-level STOA workshop 'The Future of Artificial Intelligence for Europe', which took place on 29 January 2020 at the European Parliament in Brussels. "Recent advances in AI bring with them new capabilities, applications and real societal challenges. Scientists, policy-makers and the public need to be aware of AI's large expectations, but also of concerns, and must be able to respond to them in an informed way. The new Centre for AI will be instrumental in promoting public trust, transparency and reflection on the future development of AI in its numerous manifestations and will aspire to assist EU policy-makers in their legislative work on the future development of this technology." Eva Kaili (S&D, EL), STOA Chair. Within the context of STOA and based on decisions of the STOA Panel, C4AI produces studies, organises public events and acts as a platform for dialogue and information exchange on AI-relevant topics within the Parliament and beyond. In particular, it provides expertise on the possibilities and limitations of AI and its implications from an ethical, legal, economic and societal perspective. Through these activities, C4AI aims to contribute to the quality and coherence of discussion and policy-making as the EU seeks to coordinate its efforts and influence global AI standard-setting.

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