Sebastian Vogel

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 24

Top Topics

Neural Architecture

Compression Rate

Trained Neural Networks

Declarative Language

Top Venues

GIL Jahrestagung

Publications

Yao Lu, Hiram Rayo Torres Rodriguez, Sebastian Vogel, Nick van de Waterlaat, Pavol Jancura
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge. CoRR (2024)
Nick van de Waterlaat, Sebastian Vogel, Hiram Rayo Torres Rodriguez, Willem P. Sanberg, Gerardo Daalderop
Quantization-Aware Neural Architecture Search with Hyperparameter Optimization for Industrial Predictive Maintenance Applications. DATE (2023)
Sandra Post, Ingmar Schröter, Eric Bönecke, Sebastian Vogel, Eckart Kramer
Modellierung des organischen Kohlenstoffs in Ackerböden. GIL Jahrestagung (2023)
Yao Lu, Hiram Rayo Torres Rodriguez, Sebastian Vogel, Nick van de Waterlaat, Pavol Jancura
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge. CODAI (2023)
David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal
BOMP-NAS: Bayesian Optimization Mixed Precision NAS. CoRR (2023)
Valerie Reif, Thomas I. Strasser, Joseba Jimeno, Marjolaine Farre, Olivier Genest, Amélie Gyrard, Mark F. McGranaghan, Gianluca Lipari, Johann Schütz, Mathias Uslar, Sebastian Vogel, Arsim Bytyqi, Rita Dornmair, Andreas Corusa, Gaurav Roy, Ferdinanda Ponci, Alberto Dognini, Antonello Monti
Towards an Interoperability Roadmap for the Energy Transition. CoRR (2023)
David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal
BOMP- NAS: Bayesian Optimization Mixed Precision NAS. DATE (2023)
Valerie Reif, Thomas I. Strasser, Joseba Jimeno, Marjolaine Farre, Olivier Genest, Amélie Gyrard, Mark F. McGranaghan, Gianluca Lipari, Johann Schütz, Mathias Uslar, Sebastian Vogel, Arsim Bytyqi, Rita Dornmair, Andreas Corusa, Gaurav Roy, Ferdinanda Ponci, Alberto Dognini, Antonello Monti
Towards an interoperability roadmap for the energy transition. Elektrotech. Informationstechnik 140 (5) (2023)
Kurt Stolle, Sebastian Vogel, Fons van der Sommen, Willem P. Sanberg
Block-Level Surrogate Models for Inference Time Estimation in Hardware-Aware Neural Architecture Search. ECML/PKDD (5) (2022)
Michael Horf, Robin Gebbers, Sebastian Vogel, Markus Ostermann, Max-Frederik Piepel, Hans-Werner Olfs
Determination of Nutrients in Liquid Manures and Biogas Digestates by Portable Energy-Dispersive X-ray Fluorescence Spectrometry. Sensors 21 (11) (2021)
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
Automated design of error-resilient and hardware-efficient deep neural networks. Neural Comput. Appl. 32 (24) (2020)
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
Automated design of error-resilient and hardware-efficient deep neural networks. CoRR (2019)
Sebastian Vogel, Jannik Springer, Andre Guntoro, Gerd Ascheid
Efficient Acceleration of CNNs for Semantic Segmentation on FPGAs. FPGA (2019)
Sebastian Vogel, Christoph Schorn, Andre Guntoro, Gerd Ascheid
Guaranteed Compression Rate for Activations in CNNs using a Frequency Pruning Approach. DATE (2019)
Sebastian Vogel, Jannik Springer, Andre Guntoro, Gerd Ascheid
Self-Supervised Quantization of Pre-Trained Neural Networks for Multiplierless Acceleration. DATE (2019)
Sebastian Vogel, Rajatha B. Raghunath, Andre Guntoro, Kristof Van Laerhoven, Gerd Ascheid
Bit-Shift-Based Accelerator for CNNs with Selectable Accuracy and Throughput. DSD (2019)
Sebastian Vogel, Robin Gebbers, Marcel Oertel, Eckart Kramer
Evaluating Soil-Borne Causes of Biomass Variability in Grassland by Remote and Proximal Sensing. Sensors 19 (20) (2019)
Michael J. Klaiber, Sebastian Vogel, Axel Acosta, Robert Korn, Leonardo Ecco, Kristine Back, Andre Guntoro, Ingo Feldner
An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models. INTESA (2019)
Michael J. Klaiber, Sebastian Vogel, Axel Acosta, Robert Korn, Leonardo Ecco, Kristine Back, Andre Guntoro, Ingo Feldner
An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models. CoRR (2019)
Ingmar Schröter, Sebastian Vogel, Swen Meyer, Charlotte Kling, Jörg Rühlmann, Robin Gebbers, Eckart Kramer
Präzise Kalkung durch Integration hochauflösender Bodensensordaten. GIL Jahrestagung (2018)
Sebastian Vogel, Mengyu Liang, Andre Guntoro, Walter Stechele, Gerd Ascheid
Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base. ICCAD (2018)
Sebastian Vogel, Andre Guntoro, Gerd Ascheid
Efficient hardware acceleration for approximate inference of bitwise deep neural networks. DASIP (2017)
Matthias Blohm, Sebastian Vogel, Maksim Pahlberg, Jürgen Walter, Dusan Okanovic
Kieker4DQL: Declarative Performance Measurement. Softwaretechnik-Trends 36 (4) (2016)
Sebastian Vogel, Christoph Schorn, Andre Guntoro, Gerd Ascheid
Efficient Stochastic Inference of Bitwise Deep Neural Networks. CoRR (2016)
Sebastian Vogel, Herbert Meyr
Decentral allocation planning in multi-stage customer hierarchies. Eur. J. Oper. Res. 246 (2) (2015)
Alexander Klimm, Sebastian Vogel, Jürgen Becker
Hyperelliptic Curve Cryptoarchitecture for Fast Execution of Schnorr and Okamoto Authentication Protocols. IPDPS Workshops (2011)
Sebastian Vogel, Stefan J. Linz
Regular and Chaotic Dynamics in Bouncing Ball Models. Int. J. Bifurc. Chaos 21 (3) (2011)
Alexander Klimm, Benjamin Glas, Matthias Wachs, Sebastian Vogel, Klaus D. Müller-Glaser, Jürgen Becker
A Security Scheme for Dependable Key Insertion in Mobile Embedded Devices. Int. J. Reconfigurable Comput. 2011 (2011)
Sebastian Vogel, Martin D. F. Wong
Closed form solution for optimal buffer sizing using the Weierstrass elliptic function. ASP-DAC (2006)
Ingo Lück, Sebastian Vogel, Heiko Krumm
Model-based configuration of VPNs. NOMS (2002)