Rafael Rosales

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Decision Process

Design Space Exploration

Dirichlet Processes

Top Venues

Publications

Susruth Sudhakaran, Javier Perez-Ramirez, Dave Cavalcanti, Cosmin Cazan, Nicholas Olson, Rafael Rosales, Valerio Frascolla
Wireless Network Digital Twin Calibrated by Real Time Telemetry and XR Feedback Interface. WFCS (2024)
Pietro G. Giardina, Péter Szilágyi, Carla-Fabiana Chiasserini, Jose Luis Carcel, Luis Velasco, Salvatore Spadaro, Fernando Agraz, Sebastian Robitzsch, Rafael Rosales, Valerio Frascolla, Roya Doostnejad, Alejandro Calvillo, Giacomo Bernini
A hierarchical AI-based control plane solution for multi-technology deterministic networks. MobiHoc (2023)
Rafael Rosales, Pablo Munoz, Michael Paulitsch
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity. CoRR (2023)
Rafael Rosales, Pablo Munoz, Michael Paulitsch
Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution. ICCV (Workshops) (2023)
Qutub Syed Sha, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. CoRR (2023)
Syed Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. BMVC (2023)
Rafael Rosales, Peter T. Popov, Michael Paulitsch
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification. CoRR (2023)
Renan Valieris, Rodrigo D. Drummond, Alexandre Defelicibus, Emmanuel Dias-Neto, Rafael Rosales, Israel T. da Silva
A mixture model for determining SARS-Cov-2 variant composition in pooled samples. Bioinform. 38 (7) (2022)
Rafael Rosales, Michael Paulitsch
Composable Finite State Machine-based Modeling for Quality-of-Information-aware Cyber-physical Systems. ACM Trans. Cyber Phys. Syst. 5 (2) (2021)
Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales
AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air. DSN Workshops (2020)
Rafael Rosales, Wael Guibène, German Fabila Garcia
Actor-Oriented Design Patterns for Performance Modeling of Wireless Communications in Cyber-physical Systems. Q2SWinet@MSWiM (2018)
Rafael Rosales, Rodrigo D. Drummond, Renan Valieris, Emmanuel Dias-Neto, Israel T. da Silva
signeR: an empirical Bayesian approach to mutational signature discovery. Bioinform. 33 (1) (2017)
Christian Herglotz, Rafael Rosales, Michael Glaß, Jürgen Teich, André Kaup
Multi-objective design space exploration for the optimization of the HEVC mode decision process. PCS (2016)
Rafael Rosales, Christian Herglotz, Michael Glaß, André Kaup, Jürgen Teich
Analysis and Exploitation of CTU-Level Parallelism in the HEVC Mode Decision Process Using Actor-Based Modeling. ARCS (2016)
Bo Wang, Yang Xu, Ralph Hasholzner, Christian Drewes, Rafael Rosales, Sebastian Graf, Joachim Falk, Michael Glaß, Jürgen Teich
Exploration of Power Domain Partitioning for Application-Specific SoCs in System-Level Design. MBMV (2016)
Bo Wang, Yang Xu, Ralph Hasholzner, Rafael Rosales, Michael Glaß, Jürgen Teich
End-to-end power estimation for heterogeneous cellular LTE SoCs in early design phases. PATMOS (2014)
Israel T. da Silva, Rafael Rosales, Adriano J. Holanda, Michel C. Nussenzweig, Mila Jankovic
Identification of chromosomal translocation hotspots via scan statistics. Bioinform. 30 (18) (2014)
Rafael Rosales, Michael Glaß, Jürgen Teich
Mahler: Sketch-Based Model-Driven Virtual Prototyping. ARCS (2014)
Rafael Rosales, Michael Glaß, Jürgen Teich, Bo Wang, Yang Xu, Ralph Hasholzner
MAESTRO - Holistic Actor-Oriented Modeling of Nonfunctional Properties and Firmware Behavior for MPSoCs. ACM Trans. Design Autom. Electr. Syst. 19 (3) (2014)
Yang Xu, Bo Wang, Rafael Rosales, Ralph Hasholzner, Jürgen Teich
On Confident Task-Accurate Performance Estimation. ARCS (2013)
Yang Xu, Bo Wang, Ralph Hasholzner, Rafael Rosales, Jürgen Teich
On robust task-accurate performance estimation. DAC (2013)
Yang Xu, Rafael Rosales, Bo Wang, Martin Streubühr, Ralph Hasholzner, Christian Haubelt, Jürgen Teich
A Very Fast and Quasi-accurate Power-State-Based System-Level Power Modeling Methodology. ARCS (2012)
Martin Streubühr, Rafael Rosales, Ralph Hasholzner, Christian Haubelt, Jürgen Teich
ESL power and performance estimation for heterogeneous MPSOCS using SystemC. FDL (2011)