Consultez nos publications en libre accès sur HAL.
2022
63 publication(s) :
Communications
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A Study of Conventional and Learning-Based Depth Estimators for Immersive Video Transmission
- Smitha Lingadahalli Ravi, Marta Milovanovic, Luce Morin, Félix Henry
- 2022 IEEE 24th International Workshop on Multimedia Signal Processing ( MMSP 2022 ), Sep 2022, Shanghai, China. pp.1-5,
- DOI : https://doi.org/10.1109/MMSP55362.2022.9948931
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Expert Training: Enhancing AI Resilience to Image Coding Artifacts
- Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
- Electronic Imaging, Image Processing: Algorithms and Systems XX, Jan 2022, San Francisco, United States.
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Video Coding for Machines: Large-Scale Evaluation of Deep Neural Networks Robustness to Compression Artifacts for Semantic Segmentation
- Alban Marie, Karol Desnos, Luce Morin, Lu Zhang
- International Workshop on Multimedia Signal Processing (MMSP), Sep 2022, Shanghai, China.
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Design Space Exploration for Memory-Oriented Approximate Computing Techniques
Exploration d'Espace de Conception pour des Techniques de Calculs Approximés pour la Mémoire
- Hugo Miomandre, Jean Francois Nezan, Daniel Ménard
- Design Space Exploration for Memory-Oriented Approximate Computing Techniques. 33rd IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), Jul 2022, Gothenburg, Sweden.
- DOI : https://doi.org/10.1109/ASAP54787.2022.00028
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Parallelization of the Wide-band Wide-field Spectral Deconvolution Framework DDFacet on Distributed Memory HPC System
- Nicolas Monnier, Erwan Raffin, Cyril Tasse, Jean-François Nezan, Oleg Smirnov
- Astronomical Data Analysis Software and Systems XXX. ASP Conference Series, 2022, à renseigner, Unknown Region. pp.377.
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Ensemble Learning for Efficient VVC Bitrate Ladder Prediction
- Fatemeh Nasiri, Wassim Hamidouche, Luce Morin, Nicolas Dholland, Jean-Yves Aubié
- 10th European Workshop on Visual Information Processing (EUVIP), Sep 2022, Lisbon, Portugal.
- DOI : https://doi.org/10.1109/EUVIP53989.2022.9922824
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High-Level Early Power Estimation of FPGA IP Based on Machine Learning
- Majdi Richa, Jean-Christophe Prévotet, Mickaël Dardaillon, Mohamad Mroue, Samhat Abed Ellatif
- ICECS 2022 29th IEEE International Conference on Electronics, Circuits & Systems, Oct 2022, Glasgow, United Kingdom.
- DOI : https://doi.org/10.1109/ICECS202256217.2022.9970952
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Automated Training Data Construction using Measurements for High-Level Learning-Based FPGA Power Modeling
- Majdi Richa, Jean-Christophe Prévotet, Mickaël Dardaillon, Mohamad Mroué, Samhat Abed Ellatif
- IEEE International Conference on Smart Systems and Power Management (IC2SPM 2022), Nov 2022, Beirut, Lebanon.
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Imbalanced Classification with TPG Genetic Programming: Impact of Problem Imbalance and Selection Mechanisms
- Nicolas Sourbier, Justine Bonnot, Karol Desnos, Frédéric Majorczyk, Olivier Gesny, Thomas Guyet, Maxime Pelcat
- GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.1-4, ⟨hal-03699228v2⟩
- DOI : https://doi.org/10.1145/3520304.3529008
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A Fast CU Partition Algorithm for VVenC Encoder in Intra Configuration
- Ibrahim Taabane, Daniel Menard, Anas Mansouri, Ali Ahaitouf
- IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation, Nov 2022, Rennes, France.
- DOI : https://doi.org/10.1109/SiPS55645.2022.9919252
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