Highlights

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Challenges in Natural Language Processing research in 2022: large models, multi-modality and datasets

Thomas WolfAMLD EPFL 2022
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Abstraction and Analogy: The Keys to Robust AI

Melanie MitchellAMLD EPFL 2022
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Deep Learning for Scientific Computation

Max WellingAMLD EPFL 2022
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Can Neural Networks Learn to Reason?

Samy BengioAMLD EPFL 2022
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Everyday AI, Extraordinary People

Marie VollmarAMLD EPFL 2022
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AI for Good

Gabriel KrummenacherAMLD EPFL 2022
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Building the AI Advantage

Philippe GlénatAMLD EPFL 2022
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Lessons learned deploying ML in industry

Marcin PietrzykAMLD EPFL 2022
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Obtaining Insights for the Emotional Well-Being of Cancer Patients by the Use of NLP on their Social Media and Browser History

Georgia PantalonaAMLD EPFL 2022
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Towards Exploiting Automatic Speech Recognition Error For Generating Synthetic Clinical Speech Data

Hali LindsayAMLD EPFL 2022
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Causal Analysis of Mental Health Issues in Social Media Posts

Muskan GargAMLD EPFL 2022
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An Overview of Data and AI in the Humanitarian Community

Leonardo Milano, Patrice Chataigner, Ewan OglethorpeAMLD EPFL 2022
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Advancements and Challenges of Applying Natural Language Processing to Humanitarian Data Analysis

Abdine Maiga, Navid Rekabsaz, Nicolò Tamagnone, Edward LondnerAMLD EPFL 2022
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Panel Discussion: Humanitarian Ethics: Ethical AI and Ethical NLP

Stuart Campo, Ximena Contla, Eleonore Fournier-Tombs, Robert Trigwell, Sofia KyriaziAMLD EPFL 2022
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Demo of DEEP Platform and Newly Released NLP Features

Ximena Contla, Aditya KhatriAMLD EPFL 2022
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Workshop: Hacking the problem, Classification, Entry Extraction, Data Augmentation, Current examples

Benjamin Minixhofer, Oguz Kaan Yuksel, Selim Fekih, Navid Rekabsaz, Nicolò TamagnoneAMLD EPFL 2022
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Wrap-up and Reflections on the Future of NLP in the Humanitarian Sector

Ewan Oglethorpe, Ximena Contla, Navid RekabsazAMLD EPFL 2022
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Building Blocks and Manual for the Edge AI of Tomorrow

Niko VuokkoAMLD EPFL 2022
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Energy-Efficient Tiny Machine Learning at the Edge for Next Generation of Smart Sensors

Michele MagnoAMLD EPFL 2022
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Making the Impossible, Possible

Aurelien LequertierAMLD EPFL 2022
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Machine Health Monitoring Using Acoustic Sensing at the Edge

Jon NordbyAMLD EPFL 2022
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Efficient Computer Vision on Edge Devices: How we Guide Blind People Using Python

Bruno VollmerAMLD EPFL 2022
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Leveraging Synthetic Data for Mobile Object Detection

Vidit ViditAMLD EPFL 2022
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Model-Privacy: Enforce a Purpose on Shared Data

Gerald FriedlandAMLD EPFL 2022

AMLD / Global partners