Concepedia

Lars Mescheder

LM

Statistics

Publications

15

Citations

2.4K

H-Index

14

Active since

2017

Affiliations

Max Planck Institute for Intelligent Systems(Current)

University of Tübingen

Robert Bosch (India)

Max Planck Society

Lars Mescheder is an author at Max Planck Institute for Intelligent Systems specializing in engineering, deep learning, and computer vision.

Top concepts

EngineeringDeep LearningComputer VisionData ScienceComputer ScienceMachine LearningMachine VisionImage AnalysisRobot LearningGenerative Models

Publications per year

2017–2020

15

Publications

15

Which Training Methods for GANs do actually Converge?

Lars Mescheder, Andreas Geiger, Sebastian Nowozin · arXiv (Cornell University) · 2018 · 606 citations · Full text

Generator Distributions, Generator Update, Machine Learning +13

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

Hassan Abu Alhaija, Siva Karthik Mustikovela, Lars Mescheder et al. · International Journal of Computer Vision · 2018 · 422 citations

3D Computer Vision, Image Analysis, Machine Vision +11

Which Training Methods for GANs do actually Converge

Lars Mescheder, Andreas Geiger, Sebastian Nowozin · MPG.PuRe (Max Planck Society) · 2018 · 304 citations

Generator Distributions, Generator Update, Machine Learning +13

Occupancy Flow: 4D Reconstruction by Learning Particle Dynamics

Michael Niemeyer, Lars Mescheder, Michael Oechsle et al. · 2019 · 248 citations

Engineering, Field Robotics, 3D Computer Vision +18

The Numerics of GANs

Lars Mescheder, Sebastian Nowozin, Andreas Geiger · arXiv (Cornell University) · 2017 · 188 citations · Full text

Artificial Intelligence, Gan Architectures, Gradient Vector Field +11

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