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Picture for Lars Mescheder

Learning Neural Light Transport


Jun 05, 2020
Paul Sanzenbacher, Lars Mescheder, Andreas Geiger

* 31 pages, 17 figures 

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Learning Implicit Surface Light Fields


Mar 27, 2020
Michael Oechsle, Michael Niemeyer, Lars Mescheder, Thilo Strauss, Andreas Geiger


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Convolutional Occupancy Networks


Mar 10, 2020
Songyou Peng, Michael Niemeyer, Lars Mescheder, Marc Pollefeys, Andreas Geiger


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Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision


Dec 16, 2019
Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geiger


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Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis


Dec 11, 2019
Yiyi Liao, Katja Schwarz, Lars Mescheder, Andreas Geiger


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Texture Fields: Learning Texture Representations in Function Space


May 17, 2019
Michael Oechsle, Lars Mescheder, Michael Niemeyer, Thilo Strauss, Andreas Geiger


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Occupancy Networks: Learning 3D Reconstruction in Function Space


Dec 10, 2018
Lars Mescheder, Michael Oechsle, Michael Niemeyer, Sebastian Nowozin, Andreas Geiger


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Which Training Methods for GANs do actually Converge?


Jul 31, 2018
Lars Mescheder, Andreas Geiger, Sebastian Nowozin

* International Conference on Machine Learning 2018 
* conference 

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The Numerics of GANs


Jun 11, 2018
Lars Mescheder, Sebastian Nowozin, Andreas Geiger


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Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks


Jun 11, 2018
Lars Mescheder, Sebastian Nowozin, Andreas Geiger


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Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes


Aug 04, 2017
Hassan Abu Alhaija, Siva Karthik Mustikovela, Lars Mescheder, Andreas Geiger, Carsten Rother


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Probabilistic Duality for Parallel Gibbs Sampling without Graph Coloring


Nov 21, 2016
Lars Mescheder, Sebastian Nowozin, Andreas Geiger


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