Florian Scheidegger

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Network Architecture

Evolutionary Computation

Temporal Filtering

Top Venues

Publications

Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes
MAEDAY: MAE for few- and zero-shot AnomalY-Detection. Comput. Vis. Image Underst. 241 (2024)
Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi
Counterfactual Image Generation for adversarially robust and interpretable Classifiers. CoRR (2023)
Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes
MAEDAY: MAE for few and zero shot AnomalY-Detection. CoRR (2022)
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. 37 (6) (2021)
Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé
Generating Efficient DNN-Ensembles with Evolutionary Computation. CoRR (2020)
Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
torcpy: Supporting task parallelism in Python. SoftwareX 12 (2020)
Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs. COOL CHIPS (2020)
Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi
TAPAS: Train-Less Accuracy Predictor for Architecture Search. AAAI (2019)
Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
FloatX: A C++ Library for Customized Floating-Point Arithmetic. ACM Trans. Math. Softw. 45 (4) (2019)
Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR (2019)
Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS (2019)
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
NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR (2019)
Thomas Grützmacher, Hartwig Anzt, Florian Scheidegger, Enrique S. Quintana-Ortí
High-Performance GPU Implementation of PageRank with Reduced Precision Based on Mantissa Segmentation. IA3@SC (2018)
Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. ISCAS (2018)
Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
BAGAN: Data Augmentation with Balancing GAN. CoRR (2018)
Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi
TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR (2018)
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR (2018)
Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic
Towards Edge-Aware Spatio-Temporal Filtering in Real-Time. IEEE Trans. Image Process. 27 (1) (2018)
Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. CoRR (2017)
Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini
Impact of temporal subsampling on accuracy and performance in practical video classification. EUSIPCO (2017)
Youri Popoff, Florian Scheidegger, Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini
High-efficiency logarithmic number unit design based on an improved cotransformation scheme. DATE (2016)