744 citations · 8.1k across the 146 of their papers we have counts for
147 papers
2D Spatial Reasoning with Adaptive Neural Cellular Automata
Martin Spitznagel, Janis Keuper
Many modern learning approaches are still struggling with spatial reasoning tasks, i.e. they lack the ability to utilize geometric information of perceived entities and their spati…
A New Kind of Network? Review and Reference Implementation of Neural Cellular Automata
Martin Spitznagel, Janis Keuper
Stephen Wolfram proclaimed in his 2003 seminal work "A New Kind Of Science" that simple recursive programs in the form of Cellular Automata (CA) are a promising approach to replace…
Real-time Prediction of Urban Sound Propagation with Conditioned Normalizing Flows
Achim Eckerle, Martin Spitznagel, Janis Keuper
Accurate and fast urban noise prediction is pivotal for public health and for regulatory workflows in cities, where the Environmental Noise Directive mandates regular strategic noi…
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
Martin Spitznagel, Jan Vaillant, Janis Keuper
The image-to-image translation abilities of generative learning models have recently made significant progress in the estimation of complex (steered) mappings between image distrib…
Urban Sound Propagation: a Benchmark for 1-Step Generative Modeling of Complex Physical Systems
Martin Spitznagel, Janis Keuper
Data-driven modeling of complex physical systems is receiving a growing amount of attention in the simulation and machine learning communities. Since most physical simulations are…
Correlated leading baryon-antibaryon production in e+e- --> ccbar --> Lambda_c+ antiLambda_c- X
The BABAR Collaboration, B. Aubert
We present a study of 649 \pm 35 e+e- --> ccbar events produced at sqrt{s}~10.6 GeV containing both a Lambda_c baryon and a Lambda_c antibaryon. The number observed is roughly four…