Highlights

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Differentially Private Data Generative Models and Safety-Critical Scenario Generation for Autonomous Driving

Bo LiAMLD EPFL 2022
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Wikipedia Reader Navigation: When Synthetic Data Is Enough

Akhil AroraAMLD EPFL 2022
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Synthetic Data Generation for Natural Language Understanding with Probabilistic Context Free Grammars

Georgios BalikasAMLD EPFL 2022
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Confidential Computing Research at Microsoft Research

Cedric FournetAMLD EPFL 2022
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Building Datacenter Applications with Latency and Confidentiality Guarantees

Marios Kogias, Adrien GhosnAMLD EPFL 2022
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Fundamentally Understanding and Solving RowHammer

Onur MutluAMLD EPFL 2022
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Reading and Writing Protein Function Using Multi-dimensional Surface Representations

Bruno CorreiaAMLD EPFL 2022
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Generation of a Large Synthetic Dataset for Learning Physics-based Optimal Inference of 4D flow MRI

Pietro DirixAMLD EPFL 2022
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Population-scale Dietary Interests During the COVID-19 Pandemic

Kristina GligorićAMLD EPFL 2022
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Photonic Integrated Multi-Wavelength Sources for Data Centers

Arslan SajidAMLD EPFL 2022
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Keynote: Towards Scalable Digital Doubles

Julien ValentinAMLD EPFL 2022
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Flow-based 3D Avatar Generation from Sparse Observations

Sadegh AliakbarianAMLD EPFL 2022
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Egocentric Interaction Capture for Mixed Reality

Siwei ZhangAMLD EPFL 2022
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Deep 3D Surface Meshes

Pascal FuaAMLD EPFL 2022
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Robust volumetric mapping in changing environments

Lukas SchmidAMLD EPFL 2022
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Keynote: Role of Simulation in Machine Intelligence: Beyond Synthetic Data

Ashish KapoorAMLD EPFL 2022
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Mixed Reality for Shared Autonomy

Marco TognonAMLD EPFL 2022
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Collaborative Human-Robot Motion Planning with Mixed Reality

Florian Kennel-MaushartAMLD EPFL 2022
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Overtrust in Robots

Henrik Skaug SætraAMLD EPFL 2022
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Data and AI Literacy

Katharina SchüllerAMLD EPFL 2022
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Machine Learning Universal Bosonic Functionals

Carlos L. Benavides-RiverosAMLD EPFL 2022
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Revealing quantum dynamical universality with neural quantum states

Markus SchmittAMLD EPFL 2022
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Detection of Berezinskii-Kosterlitz-Thouless Transition via Generative Adversarial Networks

Daniele ContessiAMLD EPFL 2022
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Replacing Neural Networks by Optimal Analytical Predictors for the Detection of Phase Transitions

Julian ArnoldAMLD EPFL 2022

AMLD / Global partners