Sebastian Vogel

38 papers A 6B 1C 1Journal 20Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Digitale Erfassung und Bewertung externer Effekte in der Landwirtschaft. GIL Julia Toups, Lukas Beule, Clemens Bodt, Joke Czapla, Michael Hiß, Gundula Hoffmann, Michael Horf, Max Küsters, Severino Pinto, Mats Ricke, Friederike Suhl, Anna Vaupel, Sebastian Vogel, Benedikt Bösel
2026	J	`jnl`	Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping. Comput. Electron. Agric. Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B. M. Heuvelink
2025	J	`jnl`	A long-term evaluation of soil moisture sensing based on wireless communication. Comput. Electron. Agric. Lennart Kaiser, Thomas Hänel, Sebastian Vogel, Nils Aschenbruck
2025	J	`jnl`	Kriging prior Regression: A Case for Kriging-Based Spatial Features with TabPFN in Soil Mapping. CoRR Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B. M. Heuvelink
2025	J	`jnl`	LimeSoDa: A Dataset Collection for Benchmarking of Machine Learning Regressors in Digital Soil Mapping. CoRR Jonas Schmidinger, Sebastian Vogel, Viacheslav Barkov, A.-D. Pham, Robin Gebbers, Hamed Tavakoli, José Correa, Tibério Tavares Rezende, Patrick Filippi, Edward J. Jones, V. Lukas, Eric Bönecke, Jörg Rühlmann, Ingmar Schröter, Eckart Kramer, Stefan Pätzold, M. Kodaira, Alexandre M. J.-C. Wadoux, Luca Bragazza, Konrad Metzger, J. Huang, D. S. M. Valente, José Lucas Safanelli, E. L. Bottega, R. S. D. Dalmolin, Csanád Farkas, Alexander Steiger, T. Z. Horst, L. Ramirez-Lopez, T. Scholten, F. Stumpf, P. Rosso, M. M. Costa, Rodrigo S. Zandonadi, Johanna Wetterlind, Martin Atzmüller
2025	J	`jnl`	Overfitting due to data leakage in soil sensor calibration: Examples from lab-based and in-situ soil NIR spectroscopy. Comput. Electron. Agric. José Correa, Hamed Tavakoli, Sebastian Vogel, Robin Gebbers
2024	J	`jnl`	Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge. CoRR Yao Lu, Hiram Rayo Torres Rodriguez, Sebastian Vogel, Nick van de Waterlaat, Pavol Jancura
2024	J	`jnl`	The RapidMapper: State-of-the-art in mobile proximal soil sensing based on a novel multi-sensor platform. Comput. Electron. Agric. Hamed Tavakoli, José Correa, Sebastian Vogel, Marcel Oertel, Marc Zimne, Michael Heisig, Anatolij Harder, Robert Wruck, Stefan Pätzold, Matthias Leenen, Robin Gebbers
2024	—	`conf`	Ultra-Low Memory Speech Denoising using Quantization-Aware Neural Architecture Search. MLSP Anastasios Vafeiadis, Nick van de Waterlaat, Clement Castel, Bruno Defraene, Gerardo Daalderop, Sebastian Vogel, Christophe Macours
2023	A	`conf`	BOMP- NAS: Bayesian Optimization Mixed Precision NAS. DATE David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal
2023	J	`jnl`	BOMP-NAS: Bayesian Optimization Mixed Precision NAS. CoRR David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal
2023	—	`conf`	Modellierung des organischen Kohlenstoffs in Ackerböden. GIL Jahrestagung Sandra Post, Ingmar Schröter, Eric Bönecke, Sebastian Vogel, Eckart Kramer
2023	A	`conf`	Quantization-Aware Neural Architecture Search with Hyperparameter Optimization for Industrial Predictive Maintenance Applications. DATE Nick van de Waterlaat, Sebastian Vogel, Hiram Rayo Torres Rodriguez, Willem P. Sanberg, Gerardo Daalderop
2023	—	`conf`	Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge. CODAI Yao Lu, Hiram Rayo Torres Rodriguez, Sebastian Vogel, Nick van de Waterlaat, Pavol Jancura
2023	J	`jnl`	Towards an Interoperability Roadmap for the Energy Transition. CoRR 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
2023	J	`jnl`	Towards an interoperability roadmap for the energy transition. Elektrotech. Informationstechnik 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
2022	—	`conf`	Block-Level Surrogate Models for Inference Time Estimation in Hardware-Aware Neural Architecture Search. ECML/PKDD (5) Kurt Stolle, Sebastian Vogel, Fons van der Sommen, Willem P. Sanberg
2021	J	`jnl`	Determination of Nutrients in Liquid Manures and Biogas Digestates by Portable Energy-Dispersive X-ray Fluorescence Spectrometry. Sensors Michael Horf, Robin Gebbers, Sebastian Vogel, Markus Ostermann, Max-Frederik Piepel, Hans-Werner Olfs
2020	J	`jnl`	Automated design of error-resilient and hardware-efficient deep neural networks. Neural Comput. Appl. Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
2019	—	`conf`	An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models. INTESA Michael J. Klaiber, Sebastian Vogel, Axel Acosta, Robert Korn, Leonardo Ecco, Kristine Back, Andre Guntoro, Ingo Feldner
2019	J	`jnl`	An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models. CoRR Michael J. Klaiber, Sebastian Vogel, Axel Acosta, Robert Korn, Leonardo Ecco, Kristine Back, Andre Guntoro, Ingo Feldner
2019	J	`jnl`	Automated design of error-resilient and hardware-efficient deep neural networks. CoRR Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
2019	C	`conf`	Bit-Shift-Based Accelerator for CNNs with Selectable Accuracy and Throughput. DSD Sebastian Vogel, Rajatha B. Raghunath, Andre Guntoro, Kristof Van Laerhoven, Gerd Ascheid
2019	A	`conf`	Efficient Acceleration of CNNs for Semantic Segmentation on FPGAs. FPGA Sebastian Vogel, Jannik Springer, Andre Guntoro, Gerd Ascheid
2019	J	`jnl`	Evaluating Soil-Borne Causes of Biomass Variability in Grassland by Remote and Proximal Sensing. Sensors Sebastian Vogel, Robin Gebbers, Marcel Oertel, Eckart Kramer
2019	A	`conf`	Guaranteed Compression Rate for Activations in CNNs using a Frequency Pruning Approach. DATE Sebastian Vogel, Christoph Schorn, Andre Guntoro, Gerd Ascheid
2019	A	`conf`	Self-Supervised Quantization of Pre-Trained Neural Networks for Multiplierless Acceleration. DATE Sebastian Vogel, Jannik Springer, Andre Guntoro, Gerd Ascheid
2018	A	`conf`	Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base. ICCAD Sebastian Vogel, Mengyu Liang, Andre Guntoro, Walter Stechele, Gerd Ascheid
2018	—	`conf`	Präzise Kalkung durch Integration hochauflösender Bodensensordaten. GIL Jahrestagung Ingmar Schröter, Sebastian Vogel, Swen Meyer, Charlotte Kling, Jörg Rühlmann, Robin Gebbers, Eckart Kramer
2017	—	`conf`	Efficient hardware acceleration for approximate inference of bitwise deep neural networks. DASIP Sebastian Vogel, Andre Guntoro, Gerd Ascheid
2016	J	`jnl`	Efficient Stochastic Inference of Bitwise Deep Neural Networks. CoRR Sebastian Vogel, Christoph Schorn, Andre Guntoro, Gerd Ascheid
2016	J	`jnl`	Kieker4DQL: Declarative Performance Measurement. Softwaretechnik-Trends Matthias Blohm, Sebastian Vogel, Maksim Pahlberg, Jürgen Walter, Dusan Okanovic
2015	J	`jnl`	Decentral allocation planning in multi-stage customer hierarchies. Eur. J. Oper. Res. Sebastian Vogel, Herbert Meyr
2011	J	`jnl`	A Security Scheme for Dependable Key Insertion in Mobile Embedded Devices. Int. J. Reconfigurable Comput. Alexander Klimm, Benjamin Glas, Matthias Wachs, Sebastian Vogel, Klaus D. Müller-Glaser, Jürgen Becker
2011	—	`conf`	Hyperelliptic Curve Cryptoarchitecture for Fast Execution of Schnorr and Okamoto Authentication Protocols. IPDPS Workshops Alexander Klimm, Sebastian Vogel, Jürgen Becker
2011	J	`jnl`	Regular and Chaotic Dynamics in Bouncing Ball Models. Int. J. Bifurc. Chaos Sebastian Vogel, Stefan J. Linz
2006	—	`conf`	Closed form solution for optimal buffer sizing using the Weierstrass elliptic function. ASP-DAC Sebastian Vogel, Martin D. F. Wong
2002	B	`conf`	Model-based configuration of VPNs. NOMS Ingo Lück, Sebastian Vogel, Heiko Krumm