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Lukas Frickenstein
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 11
Top Topics
Neural Network
Top Venues
CoRR
DAC
CVIP (3)
BMVC
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Publications
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Pierpaolo Morì
,
Shambhavi Balamuthu Sampath
,
Lukas Frickenstein
,
Manoj Rohit Vemparala
,
Nael Fasfous
,
Alexander Frickenstein
,
Walter Stechele
,
Claudio Passerone
WinoTrain: Winograd-Aware Training for Accurate Full 8-bit Convolution Acceleration.
DAC
(2023)
Nael Fasfous
,
Lukas Frickenstein
,
Michael Neumeier
,
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Emanuele Valpreda
,
Maurizio Martina
,
Walter Stechele
Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs.
DATE
(2022)
Pierpaolo Morì
,
Manoj Rohit Vemparala
,
Nael Fasfous
,
Saptarshi Mitra
,
Sreetama Sarkar
,
Alexander Frickenstein
,
Lukas Frickenstein
,
Domenik Helms
,
Naveen Shankar Nagaraja
,
Walter Stechele
,
Claudio Passerone
Accelerating and pruning CNNs for semantic segmentation on FPGA.
DAC
(2022)
Manoj Rohit Vemparala
,
Nael Fasfous
,
Lukas Frickenstein
,
Alexander Frickenstein
,
Anmol Singh
,
Driton Salihu
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
Hardware-Aware Mixed-Precision Neural Networks using In-Train Quantization.
BMVC
(2021)
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Nael Fasfous
,
Lukas Frickenstein
,
Qi Zhao
,
Sabine Kuhn
,
Daniel Ehrhardt
,
Yuankai Wu
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
BreakingBED - Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks.
CoRR
(2021)
Manoj Rohit Vemparala
,
Nael Fasfous
,
Alexander Frickenstein
,
Mhd Ali Moraly
,
Aquib Jamal
,
Lukas Frickenstein
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
L2PF - Learning to Prune Faster.
CoRR
(2021)
Manoj Rohit Vemparala
,
Nael Fasfous
,
Alexander Frickenstein
,
Sreetama Sarkar
,
Qi Zhao
,
Sabine Kuhn
,
Lukas Frickenstein
,
Anmol Singh
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Christian Wressnegger
,
Walter Stechele
Adversarial Robust Model Compression Using In-Train Pruning.
CVPR Workshops
(2021)
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Nael Fasfous
,
Lukas Frickenstein
,
Qi Zhao
,
Sabine Kuhn
,
Daniel Ehrhardt
,
Yuankai Wu
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
BreakingBED: Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks.
IntelliSys (1)
(2021)
Nael Fasfous
,
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Lukas Frickenstein
,
Walter Stechele
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices.
CoRR
(2021)
Nael Fasfous
,
Manoj Rohit Vemparala
,
Alexander Frickenstein
,
Lukas Frickenstein
,
Mohamed Badawy
,
Walter Stechele
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices.
IPDPS Workshops
(2021)
Manoj Rohit Vemparala
,
Nael Fasfous
,
Alexander Frickenstein
,
Mhd Ali Moraly
,
Aquib Jamal
,
Lukas Frickenstein
,
Christian Unger
,
Naveen Shankar Nagaraja
,
Walter Stechele
L2PF - Learning to Prune Faster.
CVIP (3)
(2020)