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Florian Scheidegger
Florian Scheidegger
IBM, ETH
Verified email at zurich.ibm.com
Title
Cited by
Cited by
Year
Bagan: Data augmentation with balancing gan
G Mariani, F Scheidegger, R Istrate, C Bekas, C Malossi
arXiv preprint arXiv:1803.09655, 2018
4742018
Tapas: Train-less accuracy predictor for architecture search
R Istrate, F Scheidegger, G Mariani, D Nikolopoulos, C Bekas, ...
Proceedings of the AAAI conference on artificial intelligence 33 (01), 3927-3934, 2019
782019
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
F Scheidegger, R Istrate, G Mariani, L Benini, C Bekas, C Malossi
The Visual Computer 37 (6), 1593-1610, 2021
572021
Bagan: Data augmentation with balancing gan. arXiv 2018
G Mariani, F Scheidegger, R Istrate, C Bekas, C Malossi
arXiv preprint arXiv:1803.09655, 0
33
FloatX: A C++ Library for Customized Floating-Point Arithmetic
G Flegar, F Scheidegger, V Novaković, G Mariani, AE Tomás, ACI Malossi, ...
ACM Transactions on Mathematical Software (TOMS) 45 (4), 1-23, 2019
312019
MAEDAY: MAE for few-and zero-shot AnomalY-Detection
E Schwartz, A Arbelle, L Karlinsky, S Harary, F Scheidegger, S Doveh, ...
Computer Vision and Image Understanding 241, 103958, 2024
272024
Pagan: Portfolio analysis with generative adversarial networks
G Mariani, Y Zhu, J Li, F Scheidegger, R Istrate, C Bekas, ACI Malossi
arXiv preprint arXiv:1909.10578, 2019
242019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration
F Scheidegger, L Benini, C Bekas, ACI Malossi
Advances in Neural Information Processing Systems 32, 2019
212019
torcpy: Supporting task parallelism in Python
PE Hadjidoukas, A Bartezzaghi, F Scheidegger, R Istrate, C Bekas, ...
SoftwareX 12, 100517, 2020
172020
BAGAN: Data Augmentation with Balancing GAN. 2018
G Mariani, F Scheidegger, R Istrate, C Bekas, C Malossi
arXiv preprint arXiv:1803.09655, 1803
171803
Creating optimized machine-learning models
G Thomas, ACI Malossi, T Pedapati, G Venkataraman, R Istrate, ...
US Patent App. 16/216,138, 2020
142020
Automatic determination of cognitive models for deployment at computerized devices having various hardware constraints
FM Scheidegger, R Istrate, G Mariani, K Bekas, ACI Malossi
US Patent 11,210,578, 2021
132021
Neunets: An automated synthesis engine for neural network design
A Sood, B Elder, B Herta, C Xue, C Bekas, ACI Malossi, D Saha, ...
arXiv preprint arXiv:1901.06261, 2019
132019
Towards edge-aware spatio-temporal filtering in real-time
M Schaffner, F Scheidegger, L Cavigelli, H Kaeslin, L Benini, A Smolic
IEEE Transactions on Image Processing 27 (1), 265-280, 2017
122017
High-efficiency logarithmic number unit design based on an improved cotransformation scheme
Y Popoff, F Scheidegger, M Schaffner, M Gautschi, FK Gürkaynak, ...
2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016
122016
Impact of temporal subsampling on accuracy and performance in practical video classification
F Scheidegger, L Cavigelli, M Schaffner, ACI Malossi, C Bekas, L Benini
2017 25th European Signal Processing Conference (EUSIPCO), 996-1000, 2017
112017
Edge-aware spatio-temporal filtering and optical flow estimation in real time
TO Aydin, FM Scheidegger, MSF Schaffner, L Cavigelli, L Benini, ...
US Patent 10,547,871, 2020
82020
High-performance GPU implementation of PageRank with reduced precision based on mantissa segmentation
T Grützmacher, H Anzt, F Scheidegger, ES Quintana-Orti
2018 IEEE/ACM 8th Workshop on Irregular Applications: Architectures and …, 2018
52018
Counterfactual Image Generation for adversarially robust and interpretable Classifiers
R Bischof, F Scheidegger, MA Kraus, ACI Malossi
arXiv preprint arXiv:2310.00761, 2023
22023
Approximate Computing for Scientific Applications
H Anzt, M Casas, ACI Malossi, ES Quintana-Ortí, F Scheidegger, ...
Approximate Computing Techniques: From Component-to Application-Level, 415-465, 2022
22022
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