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Kessel, Pan
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1

Diffeomorphic Counterfactuals With Generative Models:

Dombrowski, Ann-Kathrin ; Gerken, Jan E. ; Müller, Klaus-Robert.
IEEE Transactions on Pattern Analysis and Machine Intelligence.  46 (2024)  5 - p. 3257-3274 , 2024
Link: https://doi.org/10.1109/..
 
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2

Learning trivializing gradient flows for lattice gauge theo..:

Bacchio, Simone ; Kessel, Pan ; Schaefer, Stefan.
Physical Review D.  107 (2023)  5 - p. , 2023
Link: https://doi.org/10.1103/..
 
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3

Detecting and mitigating mode-collapse for flow-based sampl..:

Nicoli, Kim A. ; Anders, Christopher J. ; Hartung, Tobias...
Physical Review D.  108 (2023)  11 - p. , 2023
Link: https://doi.org/10.1103/..
 
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4

Unraveling the interior evolution of terrestrial planets th..:

Agarwal, Siddhant , 2022
Link: https://nbn-resolving.de..
 
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5

Towards robust explanations for deep neural networks:

Dombrowski, Ann-Kathrin ; Anders, Christopher J. ; Müller, Klaus-Robert.
Pattern Recognition.  121 (2022)  - p. 108194 , 2022
Link: https://doi.org/10.1016/..
 
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6

Gradients should stay on path: better estimators of the rev..:

Vaitl, Lorenz ; Nicoli, Kim A ; Nakajima, Shinichi.
Machine Learning: Science and Technology.  3 (2022)  4 - p. 045006 , 2022
Link: https://doi.org/10.1088/..
 
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7

Deep learning for surrogate modeling of two-dimensional man..:

Agarwal, Siddhant ; Tosi, Nicola ; Kessel, Pan..
Physical Review Fluids.  6 (2021)  11 - p. , 2021
Link: https://doi.org/10.1103/..
 
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8

Estimation of Thermodynamic Observables in Lattice Field Th..:

Nicoli, Kim A. ; Anders, Christopher J. ; Funcke, Lena...
Physical Review Letters.  126 (2021)  3 - p. , 2021
Link: https://doi.org/10.1103/..
 
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9

Asymptotically unbiased estimation of physical observables ..:

Nicoli, Kim A. ; Nakajima, Shinichi ; Strodthoff, Nils...
Physical Review E.  101 (2020)  2 - p. , 2020
Link: https://doi.org/10.1103/..
 
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10

Cubic interactions of massless bosonic fields in three dime..:

Kessel, Pan ; Mkrtchyan, Karapet
Physical Review D.  97 (2018)  10 - p. , 2018
Link: https://doi.org/10.1103/..
 
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11

Simple unfolded equations for massive higher spins in AdS3:

Kessel, Pan ; Raeymaekers, Joris
Journal of High Energy Physics.  2018 (2018)  8 - p. , 2018
Link: https://doi.org/10.1007/..
 
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12

Diffeomorphic Counterfactuals with Generative Models:

Dombrowski, Ann-Kathrin ; Gerken, Jan E ; Müller, Klaus-Robert.
0162-8828.  , 2024
Link: https://depositonce.tu-b..
 
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13

Learning trivializing gradient flows for lattice gauge theo..:

Bacchio, Simone ; Kessel, Pan ; Schaefer, Stefan.
info:eu-repo/semantics/altIdentifier/issn/1550-2368.  , 2023
Link: https://bib-pubdb1.desy...
 
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14

Detecting and Mitigating Mode-Collapse for Flow-based Sampl..:

Nicoli, Kim A ; Anders, Christopher J ; Hartung, Tobias...
http://arxiv.org/abs/2302.14082.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

Batched Predictors Generalize within Distribution:

Loukas, Andreas ; Kessel, Pan
http://arxiv.org/abs/2307.09379.  , 2023
Link: http://arxiv.org/abs/230..
 
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