Karol Desnos

73 papers A 2B 2C 8Misc 3Journal 18Unranked 38
YearRankTypeTitle / Venue / Authors
2025 — conf
Data Diversity for a Channel-Resilient Training Database for Radio Frequency Fingerprint Identification.
ICC Workshops
Alice Chillet, Robin Gerzaguet, Karol Desnos, Paul Bazerque, Erwan Nogues, Matthieu Gautier
2025 — conf
GEMMify: A Unified Model for Layer-Wise DNN Performance Prediction on Edge GPUs.
AICAS
Mewe-Hezoudah Kahanam, Karol Desnos, Guillaume Fortier, Maxime Pelcat
2025 — conf
Lightweight FPGA Classifiers using Tangled Program Graphs.
SiPS
Jarlath Warner, John McAllister, Karol Desnos
2025 A conf
MAPLE: Multi-Action Programs through Linear Evolution for Continuous Multi-Action Reinforcement Learning.
GECCO
Quentin Vacher, Stephen Kelly, Ali Naqvi, Nicolas Beuve, Tanya Djavaherpour, Mickaël Dardaillon, Karol Desnos
2024 J jnl
Advanced fine-tuning procedures to enhance DNN robustness in visual coding for machines.
EURASIP J. Image Video Process.
Alban Marie, Karol Desnos, Alexandre Mercat, Luce Morin, Jarno Vanne, Lu Zhang
2024 — conf
An Initial Framework for Prototyping Radio-Interferometric Imaging Pipelines.
DASIP
Sunrise Wang, Nicolas Gac, Hugo Miomandre, Jean-François Nezan, Karol Desnos, François Orieux
2024 J jnl
Automated level-based clustering of dataflow actors for controlled scheduling complexity.
J. Syst. Archit.
Ophélie Renaud, Hugo Miomandre, Karol Desnos, Jean-François Nezan
2024 — book
Design Automation and Multi-Objective Optimizations for High-Performance Embedded Software. (Automatisation de la conception et optimisations multi-objective pour logiciel embarqués à haute performance).
Karol Desnos
2024 — conf
How to Design a Channel-Resilient Database for Radio Frequency Fingerprint Identification?
ICC
Alice Chillet, Robin Gerzaguet, Karol Desnos, Matthieu Gautier, Elena Simona Lohan, Erwan Nogues, Mikko Valkama
2024 C conf
Hybrid Genetic Programming and Deep Reinforcement Learning for Low-Complexity Robot Arm Trajectory Planning.
IJCCI
Quentin Vacher, Nicolas Beuve, Paul Allaire, Thibaut Marty, Mickaël Dardaillon, Karol Desnos
2024 — conf
Multicore and Network Topology Codesign for Pareto-Optimal Multinode Architecture.
EUSIPCO
Ophélie Renaud, Karol Desnos, Erwan Raffin, Jean-François Nezan
2024 — conf
Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVs.
SPA
Hubert Szolc, Karol Desnos, Tomasz Kryjak
2024 J jnl
Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVs.
CoRR
Hubert Szolc, Karol Desnos, Tomasz Kryjak
2024 J jnl
Understanding Radio Frequency Fingerprint Identification With RiFyFi Virtual Databases.
IEEE Open J. Commun. Soc.
Alice Chillet, Robin Gerzaguet, Karol Desnos, Matthieu Gautier, Elena Simona Lohan, Erwan Nogues, Mikko Valkama
2023 — conf
Automated Clustering and Pipelining of Dataflow Actors for Controlled Scheduling Complexity.
EUSIPCO
Ophélie Renaud, Naouel Haggui, Karol Desnos, Jean-François Nezan
2023 B conf
Evaluation of Image Quality Assessment Metrics for Semantic Segmentation in a Machine-to-Machine Communication Scenario.
QoMEX
Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
2023 — conf
SCAPE: HW-Aware Clustering of Dataflow Actors for Tunable Scheduling Complexity.
DASIP
Ophélie Renaud, Dylan Gageot, Karol Desnos, Jean-François Nezan
2023 B conf
Tangled Program Graph for Radio-Frequency Fingerprint Identification.
PIMRC
Alice Chillet, Baptiste Boyer, Robin Gerzaguet, Karol Desnos, Matthieu Gautier
2023 C conf
Towards Machine Perception Aware Image Quality Assessment.
MMSP
Alban Marie, Karol Desnos, Chen Fu, Jinjia Zhou, Luce Morin, Lu Zhang
2022 — ed.
Design and Architecture for Signal and Image Processing - 15th International Workshop, DASIP 2022, Budapest, Hungary, June 20-22, 2022, Proceedings
DASIP
Karol Desnos, Sergio A. Pertuz
2022 — conf
Expert training: Enhancing AI resilience to image coding artifacts.
Image Processing: Algorithms and Systems
Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
2022 — conf
Influence of Dataflow Graph Moldable Parameters on Optimization Criteria.
DASIP
Alexandre Honorat, Thomas Bourgoin, Hugo Miomandre, Karol Desnos, Daniel Ménard, Jean-François Nezan
2022 J jnl
SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs.
J. Signal Process. Syst.
Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, Maxime Pelcat
2022 — conf
Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs.
SiPS
Karol Desnos, Thomas Bourgoin, Mickaël Dardaillon, Nicolas Sourbier, Olivier Gesny, Maxime Pelcat
2022 C conf
Video Coding for Machines: Large-Scale Evaluation of Deep Neural Networks Robustness to Compression Artifacts for Semantic Segmentation.
MMSP
Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
2021 — conf
Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs.
DASIP
Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat
2020 — conf
A Fast Heuristic to Pipeline SDF Graphs.
SAMOS
Alexandre Honorat, Karol Desnos, Mickaël Dardaillon, Jean-François Nezan
2020 A conf
Fast Kriging-based Error Evaluation for Approximate Computing Systems.
DATE
Justine Bonnot, Daniel Ménard, Karol Desnos
2020 J jnl
Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs.
CoRR
Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat
2020 J jnl
Passive-Active Flowgraphs for Efficient Modeling and Design of Signal Processing Systems.
J. Signal Process. Syst.
Yaesop Lee, Yanzhou Liu, Karol Desnos, Lee Barford, Shuvra S. Bhattacharyya
2020 Misc conf
Scheduling of Synchronous Dataflow Graphs with Partially Periodic Real-Time Constraints.
RTNS
Alexandre Honorat, Karol Desnos, Shuvra S. Bhattacharyya, Jean-François Nezan
2019 Misc conf
Accuracy Evaluation Based on Simulation for Finite Precision Systems Using Inferential Statistics.
ICASSP
Justine Bonnot, Karol Desnos, Daniel Ménard
2019 — conf
CERBERO: Cross-layer modEl-based fRamework for multi-oBjective dEsign of reconfigurable systems in unceRtain hybRid envirOnments: Invited paper: CERBERO teams from UniSS, UniCA, IBM Research, TASE, INSA-Rennes, UPM, USI, Abinsula, AmbieSense, TNO, S&T, CRF.
CF
Francesca Palumbo, Tiziana Fanni, Carlo Sau, Luca Pulina, Luigi Raffo, Michael Masin, Evgeny Shindin, Pablo Sanchez de Rojas, Karol Desnos, Maxime Pelcat, Alfonso Rodríguez, Eduardo Juárez, Francesco Regazzoni, Giuseppe Meloni, Katiuscia Zedda, Hans Myrhaug, Leszek Kaliciak, Joost Adriaanse, Julio de Oliveira Filho, Pablo Muñoz, Antonella Toffetti
2019 J jnl
DAMHSE: Programming heterogeneous MPSoCs with hardware acceleration using dataflow-based design space exploration and automated rapid prototyping.
Microprocess. Microsystems
Leonardo Suriano, Florian Arrestier, Alfonso Rodríguez, Julien Heulot, Karol Desnos, Maxime Pelcat, Eduardo de la Torre
2019 J jnl
Dataflow-Functional High-Level Synthesis for Coarse-Grained Reconfigurable Accelerators.
IEEE Embed. Syst. Lett.
Claudio Rubattu, Francesca Palumbo, Carlo Sau, Rubén Salvador, Jocelyn Sérot, Karol Desnos, Luigi Raffo, Maxime Pelcat
2019 — conf
Hardware/Software Self-adaptation in CPS: The CERBERO Project Approach.
SAMOS
Francesca Palumbo, Tiziana Fanni, Carlo Sau, Alfonso Rodríguez, Daniel Madroñal, Karol Desnos, Antoine Morvan, Maxime Pelcat, Claudio Rubattu, Raquel Lazcano, Luigi Raffo, Eduardo de la Torre, Eduardo Juárez, César Sanz, Pablo Sanchez de Rojas
2019 — conf
Modeling Nested for Loops with Explicit Parallelism in Synchronous DataFlow Graphs.
SAMOS
Alexandre Honorat, Karol Desnos, Maxime Pelcat, Jean-François Nezan
2019 J jnl
Numerical Representation of Directed Acyclic Graphs for Efficient Dataflow Embedded Resource Allocation.
ACM Trans. Embed. Comput. Syst.
Florian Arrestier, Karol Desnos, Eduardo Juárez, Daniel Ménard
2019 J jnl
PAPIFY: Automatic Instrumentation and Monitoring of Dynamic Dataflow Applications Based on PAPI.
IEEE Access
Daniel Madroñal, Florian Arrestier, Jaime Sancho, Antoine Morvan, Raquel Lazcano, Karol Desnos, Rubén Salvador, Daniel Ménard, Eduardo Juárez Martínez, César Sanz
2018 — conf
A Distributed Framework for Low-Latency OpenVX over the RDMA NoC of a Clustered Manycore.
HPEC
Julien Hascoet, Benoît Dupont de Dinechin, Karol Desnos, Jean-François Nezan
2018 — conf
A Fast and Fuzzy Functional Simulator of Inexact Arithmetic Operators for Approximate Computing Systems.
ACM Great Lakes Symposium on VLSI
Justine Bonnot, Karol Desnos, Maxime Pelcat, Daniel Ménard
2018 — conf
Algorithm-level approximation for fast (or not) embedded stereovision algorithm.
SAMOS
Justine Bonnot, Karol Desnos, Daniel Ménard
2018 — conf
Automatic instrumentation of dataflow applications using PAPI.
CF
Daniel Madroñal, Antoine Morvan, Raquel Lazcano, Rubén Salvador, Karol Desnos, Eduardo Juárez Martínez, César Sanz
2018 — conf
Cassis: Characterization with Adaptive Sample- Size Inferential Statistics Applied to Inexact Circuits.
EUSIPCO
Justine Bonnot, Vincent Camus, Karol Desnos, Daniel Ménard
2018 J jnl
Comparing Three Clustering-based Scheduling Methods for Energy-Aware Rapid Design of MP2SoCs.
J. Signal Process. Syst.
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
2018 — conf
Delays and states in dataflow models of computation.
SAMOS
Florian Arrestier, Karol Desnos, Maxime Pelcat, Julien Heulot, Eduardo Juárez, Daniel Ménard
2018 — conf
Embedded Runtime for Reconfigurable Dataflow Graphs on Manycore Architectures.
PARMA-DITAM@HiPEAC
Hugo Miomandre, Julien Hascoët, Karol Desnos, Kevin J. M. Martin, Benoît Dupont de Dinechin, Jean-François Nezan
2018 C conf
Energy-Efficient Actor Execution for SDF Application on Heterogeneous Architectures.
PDP
Hergys Rexha, Sébastien Lafond, Karol Desnos
2018 — conf
Model-Based Programming for Multi-processor Platforms with TTool/DIPLODOCUS and OMC.
MODELSWARD (Revised Selected Papers)
Andrea Enrici, Julien Lallet, Renaud Pacalet, Ludovic Apvrille, Karol Desnos, Imran Latif
2018 J jnl
Reproducible Evaluation of System Efficiency With a Model of Architecture: From Theory to Practice.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Wassim Hamidouche, Daniel Ménard, Shuvra S. Bhattacharyya
2018 C conf
Stochastic Modeling to Accelerate Approximate Operators Simulation.
ISCAS
Justine Bonnot, Karol Desnos, Daniel Ménard
2017 — conf
Analysis of a heterogeneous multi-core, multi-hw-accelerator-based system designed using PREESM and SDSoC.
ReCoSoC
Leonardo Suriano, Alfonso Rodríguez, Karol Desnos, Maxime Pelcat, Eduardo de la Torre
2017 — conf
Hierarchical Dataflow Model for efficient programming of clustered manycore processors.
ASAP
Julien Hascoet, Karol Desnos, Jean-François Nezan, Benoît Dupont de Dinechin
2017 J jnl
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture.
J. Syst. Archit.
Raquel Lazcano, Daniel Madroñal, Rubén Salvador, Karol Desnos, Maxime Pelcat, Raúl Guerra, Himar Fabelo, Samuel Ortega, Sebastián López, Gustavo M. Callicó, Eduardo Juárez Martínez, César Sanz
2017 — conf
Relaxed subgraph execution model for the throughput evaluation of IBSDF graphs.
SAMOS
Hamza Deroui, Karol Desnos, Jean-François Nezan, Alix Munier Kordon
2017 J jnl
Smart search space reduction for approximate computing: A low energy HEVC encoder case study.
J. Syst. Archit.
Alexandre Mercat, Justine Bonnot, Maxime Pelcat, Karol Desnos, Wassim Hamidouche, Daniel Ménard
2017 — conf
Task-based execution of synchronous dataflow graphs for scalable multicore computing.
SiPS
Georgios Georgakarakos, Sudeep Kanur, Johan Lilius, Karol Desnos
2017 C conf
Throughput evaluation of DSP applications based on hierarchical dataflow models.
ISCAS
Hamza Deroui, Karol Desnos, Jean-François Nezan, Alix Munier Kordon
2016 — conf
Distributed Memory Allocation Technique for Synchronous Dataflow Graphs.
SiPS
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
2016 — conf
Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems.
SiPS
Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Shuvra S. Bhattacharyya
2016 C conf
Off-Line DVFS Integration in MDE-Based Design Space Exploration Framework for MP2SoC Systems.
WETICE
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
2016 C conf
On Exploiting Energy-Aware Scheduling Algorithms for MDE-Based Design Space Exploration of MP2SoC.
PDP
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
2016 J jnl
On Memory Reuse Between Inputs and Outputs of Dataflow Actors.
ACM Trans. Embed. Comput. Syst.
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
2016 J jnl
Scheduling of Parallelized Synchronous Dataflow Actors for Multicore Signal Processing.
J. Signal Process. Syst.
Zheng Zhou, William Plishker, Shuvra S. Bhattacharyya, Karol Desnos, Maxime Pelcat, Jean-François Nezan
2015 — conf
Automatic Generation of S-LAM Descriptions from UML/MARTE for the DSE of Massively Parallel Embedded Systems.
SNPD (revised selected papers)
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
2015 Misc conf
Buffer merging technique for minimizing memory footprints of Synchronous Dataflow specifications.
ICASSP
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
2015 J jnl
Memory Analysis and Optimized Allocation of Dataflow Applications on Shared-Memory MPSoCs - In-Depth Study of a Computer Vision Application.
J. Signal Process. Syst.
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
2014 — conf
Efficient multicore implementation of an advanced generator of discrete chaotic sequences.
ICITST
Karol Desnos, Safwan El Assad, Aurore Arlicot, Maxime Pelcat, Daniel Ménard
2014 — conf
MARTE to ΠSDF transformation for data-intensive applications analysis.
DASIP
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
2013 — conf
PiMM: Parameterized and Interfaced dataflow Meta-Model for MPSoCs runtime reconfiguration.
ICSAMOS
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Shuvra S. Bhattacharyya, Slaheddine Aridhi
2013 — conf
Scheduling of parallelized synchronous dataflow actors.
ISSoC
Zheng Zhou, Karol Desnos, Maxime Pelcat, Jean-François Nezan, William Plishker, Shuvra S. Bhattacharyya
2012 — conf
An experimental toolchain based on high-level dataflow models of computation for heterogeneous MPSoC.
DASIP
Julien Heulot, Karol Desnos, Jean-François Nezan, Maxime Pelcat, Mickaël Raulet, Hervé Yviquel, P.-L. Lagalaye, Jean-Christophe Le Lann
2012 — conf
Memory bounds for the distributed execution of a hierarchical Synchronous Data-Flow graph.
ICSAMOS
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi