Multidimensional Contrast Limited Adaptive Histogram Equalization
Stimper, Vincent, Bauer, Stefan, Ernstorfer, Ralph, Scholkopf, Bernhard, Xian, Rui Patrick
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Pathway-based subnetworks enable cross-disease biomarker discovery
Haider, Syed, Yao, Cindy Q., Sabine, Vicky S., Grzadkowski, Michal, Stimper, Vincent, Starmans, Maud H. W., Wang, Jianxin, Nguyen, Francis, Moon, Nathalie C., Lin, Xihui, Drake, Camilla, Crozier, Cheryl A., Brookes, Cassandra L., van de Velde, Cornelis J. H., Hasenburg, Annette, Kieback, Dirk G., Markopoulos, Christos J., Dirix, Luc Y., Seynaeve, Caroline, Rea, Daniel W., Kasprzyk, Arek, Lambin, Philippe, Lio’, Pietro, Bartlett, John M. S., Boutros, Paul C.
Published in Nature communications (12.11.2018)
Published in Nature communications (12.11.2018)
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Journal Article
normflows: A PyTorch Package for Normalizing Flows
Stimper, Vincent, Liu, David, Campbell, Andrew, Berenz, Vincent, Ryll, Lukas, Schölkopf, Bernhard, Hernández-Lobato, José Miguel
Published in Journal of open source software (24.06.2023)
Published in Journal of open source software (24.06.2023)
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Journal Article
A machine learning route between band mapping and band structure
Xian, R Patrick, Stimper, Vincent, Zacharias, Marios, Dendzik, Maciej, Dong, Shuo, Beaulieu, Samuel, Schölkopf, Bernhard, Wolf, Martin, Rettig, Laurenz, Carbogno, Christian, Bauer, Stefan, Ernstorfer, Ralph
Published in Nature Computational Science (01.01.2023)
Published in Nature Computational Science (01.01.2023)
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Journal Article
Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics
Kofler, Annalena, Stimper, Vincent, Mikhasenko, Mikhail, Kagan, Michael, Heinrich, Lukas
Year of Publication 25.11.2024
Year of Publication 25.11.2024
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Journal Article
Probing the Robustness of Independent Mechanism Analysis for Representation Learning
Sliwa, Joanna, Ghosh, Shubhangi, Stimper, Vincent, Gresele, Luigi, Schölkopf, Bernhard
Year of Publication 13.07.2022
Year of Publication 13.07.2022
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Journal Article
SE(3) Equivariant Augmented Coupling Flows
Midgley, Laurence I, Stimper, Vincent, Antorán, Javier, Mathieu, Emile, Schölkopf, Bernhard, Hernández-Lobato, José Miguel
Year of Publication 20.08.2023
Year of Publication 20.08.2023
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Journal Article
normflows: A PyTorch Package for Normalizing Flows
Stimper, Vincent, Liu, David, Campbell, Andrew, Berenz, Vincent, Ryll, Lukas, Schölkopf, Bernhard, José Miguel Hernández-Lobato
Published in arXiv.org (26.06.2023)
Published in arXiv.org (26.06.2023)
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Journal Article
Flow Annealed Importance Sampling Bootstrap
Midgley, Laurence Illing, Stimper, Vincent, Simm, Gregor N. C, Schölkopf, Bernhard, Hernández-Lobato, José Miguel
Year of Publication 03.08.2022
Year of Publication 03.08.2022
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Journal Article
AutoML Two-Sample Test
Kübler, Jonas M, Stimper, Vincent, Buchholz, Simon, Muandet, Krikamol, Schölkopf, Bernhard
Year of Publication 17.06.2022
Year of Publication 17.06.2022
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Journal Article
Bootstrap Your Flow
Midgley, Laurence Illing, Stimper, Vincent, Simm, Gregor N. C, Hernández-Lobato, José Miguel
Year of Publication 22.11.2021
Year of Publication 22.11.2021
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Journal Article
Independent mechanism analysis, a new concept?
Gresele, Luigi, von Kügelgen, Julius, Stimper, Vincent, Schölkopf, Bernhard, Besserve, Michel
Year of Publication 09.06.2021
Year of Publication 09.06.2021
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Journal Article
A machine learning route between band mapping and band structure
Xian, Rui Patrick, Stimper, Vincent, Zacharias, Marios, Dendzik, Maciej, Dong, Shuo, Beaulieu, Samuel, Schölkopf, Bernhard, Wolf, Martin, Rettig, Laurenz, Carbogno, Christian, Bauer, Stefan, Ernstorfer, Ralph
Published in arXiv.org (15.11.2022)
Published in arXiv.org (15.11.2022)
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Paper
Journal Article
SE(3) Equivariant Augmented Coupling Flows
Midgley, Laurence I, Stimper, Vincent, Antorán, Javier, Mathieu, Emile, Schölkopf, Bernhard, José Miguel Hernández-Lobato
Published in arXiv.org (05.03.2024)
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Published in arXiv.org (05.03.2024)
Paper
Resampling Base Distributions of Normalizing Flows
Stimper, Vincent, Schölkopf, Bernhard, José Miguel Hernández-Lobato
Published in arXiv.org (24.02.2022)
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Published in arXiv.org (24.02.2022)
Paper
Multidimensional Contrast Limited Adaptive Histogram Equalization
Stimper, Vincent, Bauer, Stefan, Ernstorfer, Ralph, Schölkopf, Bernhard, Xian, R Patrick
Published in arXiv.org (09.11.2019)
Published in arXiv.org (09.11.2019)
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Paper
Journal Article
Flow Annealed Importance Sampling Bootstrap
Laurence Illing Midgley, Stimper, Vincent, Simm, Gregor N C, Schölkopf, Bernhard, José Miguel Hernández-Lobato
Published in arXiv.org (07.03.2023)
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Published in arXiv.org (07.03.2023)
Paper
AutoML Two-Sample Test
Kübler, Jonas M, Stimper, Vincent, Buchholz, Simon, Muandet, Krikamol, Schölkopf, Bernhard
Published in arXiv.org (15.01.2023)
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Published in arXiv.org (15.01.2023)
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