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D

David Neumann

Technical University of Berlin

7H-index
15Paper Count
140Citation Count
Published Papers 4
Publication Date
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Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy
errPLoS One
IF2.6
err2026-01-02
err1
PREAI
errAnders, Christopher J.; Neumann, David; Samek, Wojciech; Muller, Klaus-Robert; Lapuschkin, Sebastian
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errSave
Finding and removing Clever Hans: Using explanation methods to debug and improve deep models
errINFORMATION FUSION
IF15.5
err2022-01-01
err64
errOAAI
errAnders, Christopher J.; Weber, Leander; Neumann, David; Samek, Wojciech; Mueller, Klaus-Robert; Lapuschkin, Sebastian
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errSave
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements
errNPJ DIGITAL MEDICINE
IF15.1
err2020-10-06
err18
errOAAI
errSattler, Felix; Ma, Jackie; Wagner, Patrick; Neumann, David; Wenzel, Markus; Schaefer, Ralf; Samek, Wojciech; Mueller, Klaus-Robert; Wiegand, Thomas
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errSave
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2020-05-01
err72
errOAAI
errWiedemann, Simon; Kirchhoffer, Heiner; Matlage, Stefan; Haase, Paul; Marban, Arturo; Marinc, Talmaj; Neumann, David; Nguyen, Tung; Schwarz, Heiko; Wiegand, Thomas; Marpe, Detlev; Samek, Wojciech
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Research Directions

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Co-authors
Cooperation Journals
K
Klaus‐Robert Müller
H-index: 110 · Papers: 727
T
Thomas Wiegand
H-index: 65 · Papers: 454
W
Wojciech Samek
H-index: 51 · Papers: 361
D
Detlev Marpe
H-index: 40 · Papers: 239
P
Patrick Wagner
H-index: 38 · Papers: 168
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