Jonas Köhler

Orcid: 0000-0002-7256-2892

Affiliations:
  • Free University of Berlin, Berlin, Germany


According to our database1, Jonas Köhler authored at least 12 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Rigid Body Flows for Sampling Molecular Crystal Structures.
Proceedings of the International Conference on Machine Learning, 2023

2022
Generating stable molecules using imitation and reinforcement learning.
Mach. Learn. Sci. Technol., 2022

Force-matching Coarse-Graining without Forces.
CoRR, 2022

2021
Smooth Normalizing Flows.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Training Neural Networks with Property-Preserving Parameter Perturbations.
CoRR, 2020

Stochastic Normalizing Flows.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
DP-MAC: The Differentially Private Method of Auxiliary Coordinates for Deep Learning.
CoRR, 2019

Equivariant Flows: sampling configurations for multi-body systems with symmetric energies.
CoRR, 2019

2018
Spherical CNNs.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Convolutional Networks for Spherical Signals.
CoRR, 2017

2016
Cross-Domain Mining of Argumentative Text through Distant Supervision.
Proceedings of the NAACL HLT 2016, 2016


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