Karol Desnos

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Quality Assessment

Semantic Segmentation

Design Space Exploration

Top Venues

J. Signal Process. Syst.

Publications

Alice Chillet, Robin Gerzaguet, Karol Desnos, Matthieu Gautier, Elena Simona Lohan, Erwan Nogues, Mikko Valkama
Understanding Radio Frequency Fingerprint Identification With RiFyFi Virtual Databases. IEEE Open J. Commun. Soc. 5 (2024)
Sunrise Wang, Nicolas Gac, Hugo Miomandre, Jean-François Nezan, Karol Desnos, François Orieux
An Initial Framework for Prototyping Radio-Interferometric Imaging Pipelines. DASIP (2024)
Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
Evaluation of Image Quality Assessment Metrics for Semantic Segmentation in a Machine-to-Machine Communication Scenario. QoMEX (2023)
Alban Marie, Karol Desnos, Chen Fu, Jinjia Zhou, Luce Morin, Lu Zhang
Towards Machine Perception Aware Image Quality Assessment. MMSP (2023)
Ophélie Renaud, Naouel Haggui, Karol Desnos, Jean-François Nezan
Automated Clustering and Pipelining of Dataflow Actors for Controlled Scheduling Complexity. EUSIPCO (2023)
Ophélie Renaud, Dylan Gageot, Karol Desnos, Jean-François Nezan
SCAPE: HW-Aware Clustering of Dataflow Actors for Tunable Scheduling Complexity. DASIP (2023)
Alice Chillet, Baptiste Boyer, Robin Gerzaguet, Karol Desnos, Matthieu Gautier
Tangled Program Graph for Radio-Frequency Fingerprint Identification. PIMRC (2023)
Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
Video Coding for Machines: Large-Scale Evaluation of Deep Neural Networks Robustness to Compression Artifacts for Semantic Segmentation. MMSP (2022)
Alexandre Honorat, Thomas Bourgoin, Hugo Miomandre, Karol Desnos, Daniel Ménard, Jean-François Nezan
Influence of Dataflow Graph Moldable Parameters on Optimization Criteria. DASIP (2022)
Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, Maxime Pelcat
SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs. J. Signal Process. Syst. 94 (7) (2022)
Karol Desnos, Thomas Bourgoin, Mickaël Dardaillon, Nicolas Sourbier, Olivier Gesny, Maxime Pelcat
Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs. SiPS (2022)
Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
Expert training: Enhancing AI resilience to image coding artifacts. Image Processing: Algorithms and Systems (2022)
Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat
Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs. DASIP (2021)
Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat
Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs. CoRR (2020)
Alexandre Honorat, Karol Desnos, Mickaël Dardaillon, Jean-François Nezan
A Fast Heuristic to Pipeline SDF Graphs. SAMOS (2020)
Alexandre Honorat, Karol Desnos, Shuvra S. Bhattacharyya, Jean-François Nezan
Scheduling of Synchronous Dataflow Graphs with Partially Periodic Real-Time Constraints. RTNS (2020)
Justine Bonnot, Daniel Ménard, Karol Desnos
Fast Kriging-based Error Evaluation for Approximate Computing Systems. DATE (2020)
Yaesop Lee, Yanzhou Liu, Karol Desnos, Lee Barford, Shuvra S. Bhattacharyya
Passive-Active Flowgraphs for Efficient Modeling and Design of Signal Processing Systems. J. Signal Process. Syst. 92 (10) (2020)
Alexandre Honorat, Karol Desnos, Maxime Pelcat, Jean-François Nezan
Modeling Nested for Loops with Explicit Parallelism in Synchronous DataFlow Graphs. SAMOS (2019)
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 Andriaanse, Julio de Olivieria Filho, Pablo Muñoz, Antonella Toffetti
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 (2019)
Florian Arrestier, Karol Desnos, Eduardo Juárez, Daniel Ménard
Numerical Representation of Directed Acyclic Graphs for Efficient Dataflow Embedded Resource Allocation. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
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
Hardware/Software Self-adaptation in CPS: The CERBERO Project Approach. SAMOS (2019)
Leonardo Suriano, Florian Arrestier, Alfonso Rodríguez, Julien Heulot, Karol Desnos, Maxime Pelcat, Eduardo de la Torre
DAMHSE: Programming heterogeneous MPSoCs with hardware acceleration using dataflow-based design space exploration and automated rapid prototyping. Microprocess. Microsystems 71 (2019)
Claudio Rubattu, Francesca Palumbo, Carlo Sau, Rubén Salvador, Jocelyn Sérot, Karol Desnos, Luigi Raffo, Maxime Pelcat
Dataflow-Functional High-Level Synthesis for Coarse-Grained Reconfigurable Accelerators. IEEE Embed. Syst. Lett. 11 (3) (2019)
Justine Bonnot, Karol Desnos, Daniel Ménard
Accuracy Evaluation Based on Simulation for Finite Precision Systems Using Inferential Statistics. ICASSP (2019)
Daniel Madroñal, Florian Arrestier, Jaime Sancho, Antoine Morvan, Raquel Lazcano, Karol Desnos, Rubén Salvador, Daniel Ménard, Eduardo Juárez Martínez, César Sanz
PAPIFY: Automatic Instrumentation and Monitoring of Dynamic Dataflow Applications Based on PAPI. IEEE Access 7 (2019)
Justine Bonnot, Vincent Camus, Karol Desnos, Daniel Ménard
Cassis: Characterization with Adaptive Sample- Size Inferential Statistics Applied to Inexact Circuits. EUSIPCO (2018)
Justine Bonnot, Karol Desnos, Daniel Ménard
Algorithm-level approximation for fast (or not) embedded stereovision algorithm. SAMOS (2018)
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
Comparing Three Clustering-based Scheduling Methods for Energy-Aware Rapid Design of MP2SoCs. J. Signal Process. Syst. 90 (4) (2018)
Hergys Rexha, Sébastien Lafond, Karol Desnos
Energy-Efficient Actor Execution for SDF Application on Heterogeneous Architectures. PDP (2018)
Maxime Pelcat, Alexandre Mercat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Wassim Hamidouche, Daniel Ménard, Shuvra S. Bhattacharyya
Reproducible Evaluation of System Efficiency With a Model of Architecture: From Theory to Practice. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (10) (2018)
Justine Bonnot, Karol Desnos, Daniel Ménard
Stochastic Modeling to Accelerate Approximate Operators Simulation. ISCAS (2018)
Daniel Madroñal, Antoine Morvan, Raquel Lazcano, Rubén Salvador, Karol Desnos, Eduardo Juárez Martínez, César Sanz
Automatic instrumentation of dataflow applications using PAPI. CF (2018)
Florian Arrestier, Karol Desnos, Maxime Pelcat, Julien Heulot, Eduardo Juárez, Daniel Ménard
Delays and states in dataflow models of computation. SAMOS (2018)
Julien Hascoet, Benoît Dupont de Dinechin, Karol Desnos, Jean-François Nezan
A Distributed Framework for Low-Latency OpenVX over the RDMA NoC of a Clustered Manycore. HPEC (2018)
Andrea Enrici, Julien Lallet, Renaud Pacalet, Ludovic Apvrille, Karol Desnos, Imran Latif
Model-Based Programming for Multi-processor Platforms with TTool/DIPLODOCUS and OMC. MODELSWARD (Revised Selected Papers) (2018)
Justine Bonnot, Karol Desnos, Maxime Pelcat, Daniel Ménard
A Fast and Fuzzy Functional Simulator of Inexact Arithmetic Operators for Approximate Computing Systems. ACM Great Lakes Symposium on VLSI (2018)
Hugo Miomandre, Julien Hascoët, Karol Desnos, Kevin J. M. Martin, Benoît Dupont de Dinechin, Jean-François Nezan
Embedded Runtime for Reconfigurable Dataflow Graphs on Manycore Architectures. PARMA-DITAM@HiPEAC (2018)
Leonardo Suriano, Alfonso Rodríguez, Karol Desnos, Maxime Pelcat, Eduardo de la Torre
Analysis of a heterogeneous multi-core, multi-hw-accelerator-based system designed using PREESM and SDSoC. ReCoSoC (2017)
Hamza Deroui, Karol Desnos, Jean-François Nezan, Alix Munier Kordon
Relaxed subgraph execution model for the throughput evaluation of IBSDF graphs. SAMOS (2017)
Hamza Deroui, Karol Desnos, Jean-François Nezan, Alix Munier Kordon
Throughput evaluation of DSP applications based on hierarchical dataflow models. ISCAS (2017)
Raquel Lazcano, Daniel Madroñal, Rubén Salvador, Karol Desnos, Maxime Pelcat, Raúl Guerra, Himar Fabelo, Samuel Ortega, Sebastián López, Gustavo Marrero Callicó, Eduardo Juárez Martínez, César Sanz
Porting a PCA-based hyperspectral image dimensionality reduction algorithm for brain cancer detection on a manycore architecture. J. Syst. Archit. 77 (2017)
Julien Hascoet, Karol Desnos, Jean-François Nezan, Benoît Dupont de Dinechin
Hierarchical Dataflow Model for efficient programming of clustered manycore processors. ASAP (2017)
Alexandre Mercat, Justine Bonnot, Maxime Pelcat, Karol Desnos, Wassim Hamidouche, Daniel Ménard
Smart search space reduction for approximate computing: A low energy HEVC encoder case study. J. Syst. Archit. 80 (2017)
Georgios Georgakarakos, Sudeep Kanur, Johan Lilius, Karol Desnos
Task-based execution of synchronous dataflow graphs for scalable multicore computing. SiPS (2017)
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
On Memory Reuse Between Inputs and Outputs of Dataflow Actors. ACM Trans. Embed. Comput. Syst. 15 (2) (2016)
Zheng Zhou, William Plishker, Shuvra S. Bhattacharyya, Karol Desnos, Maxime Pelcat, Jean-François Nezan
Scheduling of Parallelized Synchronous Dataflow Actors for Multicore Signal Processing. J. Signal Process. Syst. 83 (3) (2016)
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
Distributed Memory Allocation Technique for Synchronous Dataflow Graphs. SiPS (2016)
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
Off-Line DVFS Integration in MDE-Based Design Space Exploration Framework for MP2SoC Systems. WETICE (2016)
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
On Exploiting Energy-Aware Scheduling Algorithms for MDE-Based Design Space Exploration of MP2SoC. PDP (2016)
Maxime Pelcat, Karol Desnos, Luca Maggiani, Yanzhou Liu, Julien Heulot, Jean-François Nezan, Shuvra S. Bhattacharyya
Models of Architecture: Reproducible Efficiency Evaluation for Signal Processing Systems. SiPS (2016)
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
Buffer merging technique for minimizing memory footprints of Synchronous Dataflow specifications. ICASSP (2015)
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
Memory Analysis and Optimized Allocation of Dataflow Applications on Shared-Memory MPSoCs - In-Depth Study of a Computer Vision Application. J. Signal Process. Syst. 80 (1) (2015)
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
Automatic Generation of S-LAM Descriptions from UML/MARTE for the DSE of Massively Parallel Embedded Systems. SNPD (revised selected papers) (2015)
Manel Ammar, Mouna Baklouti, Maxime Pelcat, Karol Desnos, Mohamed Abid
MARTE to ΠSDF transformation for data-intensive applications analysis. DASIP (2014)
Karol Desnos, Safwan El Assad, Aurore Arlicot, Maxime Pelcat, Daniel Ménard
Efficient multicore implementation of an advanced generator of discrete chaotic sequences. ICITST (2014)
Zheng Zhou, Karol Desnos, Maxime Pelcat, Jean-François Nezan, William Plishker, Shuvra S. Bhattacharyya
Scheduling of parallelized synchronous dataflow actors. ISSoC (2013)
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Shuvra S. Bhattacharyya, Slaheddine Aridhi
PiMM: Parameterized and Interfaced dataflow Meta-Model for MPSoCs runtime reconfiguration. ICSAMOS (2013)
Julien Heulot, Karol Desnos, Jean-François Nezan, Maxime Pelcat, Mickaël Raulet, Hervé Yviquel, P.-L. Lagalaye, Jean-Christophe Le Lann
An experimental toolchain based on high-level dataflow models of computation for heterogeneous MPSoC. DASIP (2012)
Karol Desnos, Maxime Pelcat, Jean-François Nezan, Slaheddine Aridhi
Memory bounds for the distributed execution of a hierarchical Synchronous Data-Flow graph. ICSAMOS (2012)