Florian Scheidegger

According to our database, Florian Scheidegger authored at least 19 papers between 2016 and 2024.

Collaborative distances:

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

2024

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

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

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

QAttn: Efficient GPU Kernels for mixed-precision Vision Transformers.

Piotr Kluska, Adrián Castelló, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Counterfactual Image Generation for adversarially robust and interpretable Classifiers.

Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi

CoRR, 2023

2021

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

Vis. Comput., 2021

2020

The concept of transprecision computing.

Florian Scheidegger

PhD thesis, 2020

torcpy: Supporting task parallelism in Python.

Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi

SoftwareX, 2020

Generating Efficient DNN-Ensembles with Evolutionary Computation.

Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé

CoRR, 2020

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

Proceedings of the 2020 IEEE Symposium in Low-Power and High-Speed Chips, 2020

2019

FloatX: A C++ Library for Customized Floating-Point Arithmetic.

Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí

ACM Trans. Math. Softw., 2019

NeuNetS: An Automated Synthesis Engine for Neural Network Design.

Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati

CoRR, 2019

Constrained deep neural network architecture search for IoT devices accounting for hardware calibration.

Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

TAPAS: Train-Less Accuracy Predictor for Architecture Search.

Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Towards Edge-Aware Spatio-Temporal Filtering in Real-Time.

Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic

IEEE Trans. Image Process., 2018

BAGAN: Data Augmentation with Balancing GAN.

Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi

CoRR, 2018

High-Performance GPU Implementation of PageRank with Reduced Precision Based on Mantissa Segmentation.

Thomas Grützmacher, Hartwig Anzt, Florian Scheidegger, Enrique S. Quintana-Ortí

Proceedings of the 8th IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms, 2018

Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS.

Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Impact of temporal subsampling on accuracy and performance in practical video classification.

Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini

Proceedings of the 25th European Signal Processing Conference, 2017

2016

High-efficiency logarithmic number unit design based on an improved cotransformation scheme.

Youri Popoff, Florian Scheidegger, Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016