Proceedings of the Northern Lights Deep Learning Workshop

Articles

• Notes on the Symmetries of 2-Layer ReLU-Networks

  Henning Petzka

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• Enforcing perceptual consistency on Generative Adversarial Networks by using the Normalised Laplacian Pyramid Distance

  Alexander Hepburn, Valero Laparra, Ryan McConville, Raul Santos-Rodriguez

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• Machine listening in spatial acoustic scenes with deep networks in different microphone geometries

  Jörn Anemüller

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• PointNet and geometric reasoning for detection of grape vines from single frame RGB-D data in outdoor conditions

  Polina Kurtser, Ola Ringdahl, Nati Rotstein, Henrik Andreasson

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• Towards detection and classification of microscopic foraminifera using transfer learning

  Thomas Haugland Johansen, Steffen Aagaard Sørensen

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• Tumor Detection in Brain MRIs by Computing Dissimilarities in the Latent Space of a Variational AutoEncoder

  Alexandra Albu, Alina Enescu, Luigi Malagò

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• Visual Object Detection For Autonomous UAV Cinematography

  Fotini Patrona

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• Short-Term Load Forecasting with Dilated Recurrent Attention Networks in Presence of Missing Data

  Changkyu Choi

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• Joint Attention Neural Model for Demand Prediction in Online Marketplaces

  Ashish Gupta, Rishabh Mehrotra

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• Using Deep Learning Methods to Monitor Non-Observable States in a Building

  Kristoffer Tangrand, Bernt Bremdal

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• Evaluating the Robustness of Defense Mechanisms based on AutoEncoder Reconstructions against Carlini-Wagner Adversarial Attacks

  Petru Hlihor, Riccardo Volpi, Luigi Malagò

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• Generative Adversarial Immitation Learning for Steering an Unmanned Surface Vehicle

  Alexandra Vedeler, Narada Warakagoda

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• Controlling Blood Glucose For Patients With Type 1 DiabetesUsing Deep Reinforcement Learning – The Influence OfChanging The Reward Function

  Miguel Angel Tejedor Hernandez, Jonas Nordhaug Myhre

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