Florian Scheidegger

Researcher, International Business Machines

Joined

December 2019

Names

Florian Scheidegger (Preferred)

Emails

****@zurich.ibm.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

International Business Machines (ibm.com)

2020 – Present

PhD student

International Business Machines (ibm.com)

2017 – 2020

MS student

Swiss Federal Institute of Technology (ethz.ch)

2015 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Cristiano Malossi

2017 – Present

PhD Advisor

Luca Benini

2017 – 2020

Expertise

deep learning

artifial intelligence

transprecision computing

approximation computing

floatx

reduced precision

energy efficiency

Present

computer vision

scalable implementations

Present

Publications

MAEDAY: MAE for few- and zero-shot AnomalY-Detection
Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes
- Comput. Vis. Image Underst. 2024
- Readers: Everyone
QAttn: Efficient GPU Kernels for mixed-precision Vision Transformers
Piotr Kluska, Adrián Castelló, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
- CVPR Workshops 2024
- Readers: Everyone
Probabilistic Feature Matching for Fast Scalable Visual Prompting
Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccolo Avogaro, Daniel Caraballo, Yagmur Gizem Cinar, Brown Ebouky, Ioana Giurgiu, Takayuki Katsuki, Piotr Kluska, Cristiano Malossi, Haoxiang Qiu, Tomoya Sakai, Florian Scheidegger, Andrej Simeski, Daniel Yang, Andrea Bartezzaghi, Mattia Rigotti
- IJCAI 2024
- Readers: Everyone
Counterfactual Image Generation for adversarially robust and interpretable Classifiers
Rafael Bischof, Florian Scheidegger, Michael Anton Kraus, Cristiano Malossi
- Submitted to ICLR 2024
- Readers: Everyone
Counterfactual Image Generation for adversarially robust and interpretable Classifiers
Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
MAEDAY: MAE for few and zero shot AnomalY-Detection
Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes
- 2022 (modified: 22 Apr 2023)
- CoRR 2022
- Readers: Everyone
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
- 2021 (modified: 09 Nov 2022)
- Vis. Comput. 2021
- Readers: Everyone
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini
- 2020 (modified: 09 Nov 2022)
- COOL CHIPS 2020
- Readers: Everyone
Generating Efficient DNN-Ensembles with Evolutionary Computation
Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
torcpy: Supporting task parallelism in Python
Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- SoftwareX 2020
- Readers: Everyone

View all 26 publications

Co-Authors

View all 75 co-authors