Florian Stimberg

According to our database, Florian Stimberg authored at least 14 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Benchmarking Robustness to Adversarial Image Obfuscations.

Florian Stimberg, Ayan Chakrabarti, Chun-Ta Lu, Hussein Hazimeh, Otilia Stretcu, Wei Qiao, Yintao Liu, Merve Kaya, Cyrus Rashtchian, Ariel Fuxman, Mehmet Tek, Sven Gowal

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

A Fine-Grained Analysis on Distribution Shift.

Olivia Wiles, Sven Gowal, Florian Stimberg, Sylvestre-Alvise Rebuffi, Ira Ktena, Krishnamurthy Dvijotham, Ali Taylan Cemgil

Proceedings of the Tenth International Conference on Learning Representations, 2022

Defending Against Image Corruptions Through Adversarial Augmentations.

Dan Andrei Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, András György, Timothy A. Mann, Sven Gowal

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Fixing Data Augmentation to Improve Adversarial Robustness.

Sylvestre-Alvise Rebuffi, Sven Gowal, Dan A. Calian, Florian Stimberg, Olivia Wiles, Timothy A. Mann

CoRR, 2021

Data Augmentation Can Improve Robustness.

Sylvestre-Alvise Rebuffi, Sven Gowal, Dan Andrei Calian, Florian Stimberg, Olivia Wiles, Timothy A. Mann

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

Improving Robustness using Generated Data.

Sven Gowal, Sylvestre-Alvise Rebuffi, Olivia Wiles, Florian Stimberg, Dan Andrei Calian, Timothy A. Mann

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

2020

WaveNetEQ - Packet Loss Concealment with WaveRNN.

Florian Stimberg, Alex Narest, Alessio Bazzica, Lennart Kolmodin, Pablo Barrera González, Olga Sharonova, Henrik Lundin, Thomas C. Walters

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2018

Parallel WaveNet: Fast High-Fidelity Speech Synthesis.

Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis

Proceedings of the 35th International Conference on Machine Learning, 2018

Efficient Neural Audio Synthesis.

Nal Kalchbrenner, Erich Elsen, Karen Simonyan, Seb Noury, Norman Casagrande, Edward Lockhart, Florian Stimberg, Aäron van den Oord, Sander Dieleman, Koray Kavukcuoglu

Proceedings of the 35th International Conference on Machine Learning, 2018

Wavenet Based Low Rate Speech Coding.

W. Bastiaan Kleijn, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Florian Stimberg, Quan Wang, Thomas C. Walters

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Flexible birth-death MCMC sampler for changepoint models (Flexibler Birth-Death MCMC Sampler für Changepoint-Modelle)

Florian Stimberg

PhD thesis, 2016

2014

Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data.

Florian Stimberg, Andreas Ruttor, Manfred Opper

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2012

Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach.

Florian Stimberg, Andreas Ruttor, Manfred Opper

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

Inference in continuous-time change-point models.

Florian Stimberg, Manfred Opper, Guido Sanguinetti, Andreas Ruttor

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011