Vincent Stimper

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 17

Top Topics

Adaptive Histogram Equalization

Statistical Distributions

Importance Sampling

Top Venues

Publications

Vincent Stimper, David Liu, Andrew Campbell, Vincent Berenz, Lukas Ryll, Bernhard Schölkopf, José Miguel Hernández-Lobato
normflows: A PyTorch Package for Normalizing Flows. CoRR (2023)
Laurence I. Midgley, Vincent Stimper, Javier Antorán, Emile Mathieu, Bernhard Schölkopf, José Miguel Hernández-Lobato
SE(3) Equivariant Augmented Coupling Flows. CoRR (2023)
R. Patrick Xian, Vincent Stimper, Marios Zacharias, Maciej Dendzik, Shuo Dong, Samuel Beaulieu, Bernhard Schölkopf, Martin Wolf, Laurenz Rettig, Christian Carbogno, Stefan Bauer, Ralph Ernstorfer
A machine learning route between band mapping and band structure. Nat. Comput. Sci. 3 (1) (2023)
Laurence Illing Midgley, Vincent Stimper, Gregor N. C. Simm, Bernhard Schölkopf, José Miguel Hernández-Lobato
Flow Annealed Importance Sampling Bootstrap. ICLR (2023)
Vincent Stimper, David Liu, Andrew Campbell, Vincent Berenz, Lukas Ryll, Bernhard Schölkopf, José Miguel Hernández-Lobato
normflows: A PyTorch Package for Normalizing Flows. J. Open Source Softw. 8 (87) (2023)
Laurence I. Midgley, Vincent Stimper, Javier Antorán, Emile Mathieu, Bernhard Schölkopf, José Miguel Hernández-Lobato
SE(3) Equivariant Augmented Coupling Flows. NeurIPS (2023)
Jonas M. Kübler, Vincent Stimper, Simon Buchholz, Krikamol Muandet, Bernhard Schölkopf
AutoML Two-Sample Test. CoRR (2022)
Joanna Sliwa, Shubhangi Ghosh, Vincent Stimper, Luigi Gresele, Bernhard Schölkopf
Probing the Robustness of Independent Mechanism Analysis for Representation Learning. CoRR (2022)
Laurence Illing Midgley, Vincent Stimper, Gregor N. C. Simm, Bernhard Schölkopf, José Miguel Hernández-Lobato
Flow Annealed Importance Sampling Bootstrap. CoRR (2022)
Jonas M. Kübler, Vincent Stimper, Simon Buchholz, Krikamol Muandet, Bernhard Schölkopf
AutoML Two-Sample Test. NeurIPS (2022)
Vincent Stimper, Bernhard Schölkopf, José Miguel Hernández-Lobato
Resampling Base Distributions of Normalizing Flows. AISTATS (2022)
Luigi Gresele, Julius von Kügelgen, Vincent Stimper, Bernhard Schölkopf, Michel Besserve
Independent mechanism analysis, a new concept? NeurIPS (2021)
Luigi Gresele, Julius von Kügelgen, Vincent Stimper, Bernhard Schölkopf, Michel Besserve
Independent mechanism analysis, a new concept? CoRR (2021)
Laurence Illing Midgley, Vincent Stimper, Gregor N. C. Simm, José Miguel Hernández-Lobato
Bootstrap Your Flow. CoRR (2021)
Andrew Campbell, Wenlong Chen, Vincent Stimper, José Miguel Hernández-Lobato, Yichuan Zhang
A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization. ICML (2021)
Vincent Stimper, Bernhard Schölkopf, José Miguel Hernández-Lobato
Resampling Base Distributions of Normalizing Flows. CoRR (2021)
Vincent Stimper, Stefan Bauer, Ralph Ernstorfer, Bernhard Schölkopf, Rui Patrick Xian
Multidimensional Contrast Limited Adaptive Histogram Equalization. IEEE Access 7 (2019)