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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
2752018
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
582019
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
322021
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
212019
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
132016
Bagan: Data augmentation with balancing gan. arXiv 2018
G Mariani, F Scheidegger, R Istrate, C Bekas, C Malossi
arXiv preprint arXiv:1803.09655, 0
13
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
122019
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
112019
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
102017
torcpy: Supporting task parallelism in Python
PE Hadjidoukas, A Bartezzaghi, F Scheidegger, R Istrate, C Bekas, ...
SoftwareX 12, 100517, 2020
92020
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
92017
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
72019
Bagan: Data augmentation with balancing gan. arXiv
G Mariani, F Scheidegger, R Istrate, C Bekas, C Malossi
arXiv preprint arXiv:1803.09655, 2018
62018
BAGAN: Data Augmentation with Balancing GAN. 2018
G Mariani, F Scheidegger, R Istrate, C Bekas, C Malossi
Available: arXiv preprint, 1803
51803
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
42018
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
22020
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
12021
Creating optimized machine-learning models
G Thomas, ACI Malossi, T Pedapati, G Venkataraman, R Istrate, ...
US Patent App. 16/216,138, 2020
12020
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
D Diamantopoulos, F Scheidegger, S Mach, F Schuiki, G Haugou, ...
2020 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), 1-3, 2020
12020
Hydra: An accelerator for real-time edge-aware permeability filtering in 65nm cmos
M Eggimann, C Gloor, F Scheidegger, L Cavigelli, M Schaffner, A Smolic, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
12018
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