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Classification Error Approximation of a Compressed Linear Softmax Layer

Diana Resmerita , Rodrigo Cabral Farias , Lionel Fillatre
2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. pp.1446-1450, ⟨10.23919/EUSIPCO54536.2021.9616015⟩
Conference papers hal-03624036v1

Distortion Approximation of a Compressed Softmax Layer

Diana Resmerita , Rodrigo Cabral Farias , Benoit Dupont de Dinechin , Lionel Fillatre
2021 IEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil. pp.491-495, ⟨10.1109/SSP49050.2021.9513733⟩
Conference papers hal-03624052v1

On Jacobi-type methods for blind equalization of paraunitary channels

Mikael Sørensen , Lieven De Lathauwer , Sylvie Icart , Luc Deneire
Signal Processing, 2012, 92 (3), pp.617--624. ⟨10.1016/j.sigpro.2011.07.005⟩
Journal articles istex hal-01315513v1

Benchmarking Alternative Floating-Point Formats for Deep Learning Inference

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
COMPAS, 2020, Lyon, France
Conference papers hal-03625485v1

Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
Orasis 2019, May 2019, Saint-Dié-des-Vosges, France
Conference papers hal-02906786v1

Uniformly minimum variance unbiased estimation for asynchronous event-based cameras

Lionel Fillatre , Marc Antonini
IEEE International Conference on Image Processing (ICIP), 2014, Paris, France
Conference papers hal-01303104v1
Image document

Homography Observer Design on Special Linear Group SL(3) with Application to Optical Flow Estimation

Ninad Manerikar , Minh-Duc Hua , Tarek Hamel
European Control Conference (ECC), Jun 2018, Limassol, Cyprus
Conference papers hal-01878702v1

Hypothesis testing by using quantized observations

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.501-504, ⟨10.1109/SSP.2011.5967743⟩
Conference papers hal-03624147v1

Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme

Diana Resmerita , Rodrigo Cabral Farias , Benoît Dupont de Dinechin , Lionel Fillatre
Colloque GRETSI, Aug 2019, Lille, France
Conference papers hal-02906788v1

Hybrid weighted-stego detection using machine learning

Lionel Fillatre , Muriel Dumontet , Wafa Bel Haj Ali , Marc Antonini , Michel Barlaud et al.
IEEE International Conference on Image Processing (ICIP), 2014, Paris, France
Conference papers hal-01303095v1
Image document

Retinal-inspired filtering for dynamic image coding

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
IEEE International Conference on Image Processing (ICIP), 2015, Québec City, Canada. pp.3505 - 3509, ⟨10.1109/ICIP.2015.7351456⟩
Conference papers hal-01303088v1
Image document

RGB-D Tracking and Reconstruction for Live TV Broadcast

Tommi Tykkälä , Hannu Hartikainen , Andrew I. Comport , Joni-Kristian Kamarainen
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2013, Barcelona, Spain. ⟨10.5220/0004279602470252⟩
Conference papers hal-01357356v1
Image document

Tensor coding for three-hop MIMO relay systems

Danilo Sousa , Gérard Favier , Carlos Alexandre Rolim Fernandes
IEEE Symp. on Computers and Communications (ISCC'2018), Jun 2018, Natal, Brazil
Conference papers hal-01780322v1
Image document

Contributions à l’Estimation et à la Commande de Robots Mobiles Autonomes

Guillaume Allibert
Robotique [cs.RO]. Université Côte d'Azur, 2020
Habilitation à diriger des recherches tel-03483890v2
Image document

Full Rate L2-Orthogonal Space-Time CPM for Three Antennas

Matthias Hesse , Jerome Lebrun , Luc Deneire
Globecom, IEEE, Dec 2008, New Orleans, United States
Conference papers inria-00362141v1
Image document

Video analysis and synthesis based on a retinal-inspired frame

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France. pp.2226 - 2230, ⟨10.1109/EUSIPCO.2015.7362780⟩
Conference papers hal-01303089v1

Analysis of estimation of optical properties of sub superficial structures in multi layered tissue model using distribution function method

Norbert Żołek , Hervé Rix , Marcin Botwicz
Computer Methods and Programs in Biomedicine, 2020, 183, pp.105084. ⟨10.1016/j.cmpb.2019.105084⟩
Journal articles hal-02434049v1

Motion blur - Procédé d'estimation de la vitesse de déplacement d'une caméra

Andrew I. Comport , Maxime Meilland
France, N° de brevet: 1361306. 2013
Patents hal-01357353v1

Jitter statistics estimations in alignment processes

Olivier Meste , Hervé Rix
Signal Processing, 1996, pp.51:41-53
Journal articles hal-00430502v1
Image document

An Inertial-Aided Homography-Based Visual Servo Control Approach for (Almost) Fully Actuated Autonomous Underwater Vehicles

Szymon Krupínski , Guillaume Allibert , Minh-Duc Hua , Tarek Hamel
IEEE Transactions on Robotics, 2017, 33 (5), pp.1041-1060. ⟨10.1109/TRO.2017.2700010⟩
Journal articles hal-01544726v1
Image document

Image coding using Leaky Integrate-and-Fire neurons

Melpomeni Dimopoulou , Effrosyni Doutsi , Marc Antonini
CORESA 2017, Nov 2017, Caen, France
Conference papers hal-01650721v1

L2-Orthogonal ST-Code Design for Multi-h CPM with fast Decoding

Miguel Angel Hisojo , Jerome Lebrun , Luc Deneire
2013 IEEE European School of Information Theory, IEEE IT Society, Apr 2013, Ohrid, Macedonia
Conference papers hal-01294723v1

Matrix and Tensor Decompositions in Signal Processing

Gérard Favier
Gérard Favier. ISTE - WILEY, 2, pp.350, 2021, Matrices and Tensors in Signal Processing Set, 978-1-78630-155-0
Books hal-03547610v1

Des structures algébriques aux tenseurs

Gérard Favier
Gérard Favier. ISTE, 1, pp.313, 2020, Série Matrices et Tenseurs en Traitement du Signal, 978-1-78405-660-5
Books hal-03547631v1
Image document

Optimized L2-Orthogonal STC CPM for 3 Antennas

Matthias Hesse , Jerome Lebrun , Luc Deneire
ISWCS, IEEE, Jan 2008, Reykjavik, Iceland
Conference papers inria-00362167v1

La modélisation des changements de forme par la Méthode des Fonctions de Répartition

Hervé Rix
IVème Colloque Sovièto-Français, Application des méthodes mathématiques et des ordinateurs aux recherches sur la catalyse, Oct 1978, Odessa, Ukraine. pp.194-200
Conference papers hal-00555548v1

Bayes classification for asynchronous event-based cameras

Lionel Fillatre
23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France
Conference papers hal-01303096v1

Accurate and Robust 3D Visual Odometry

Andrew I. Comport
IEEE International Conference on Computer Vision and Pattern Recognition invited guest speaker for the workshop "Visual Localization for Mobile Platforms", 2008, Anchorage, Alaska, Unknown Region
Conference papers hal-01357381v1
Image document

Benchmarking Nonlinear Model Predictive Control with Input Parameterizations

Franco Fusco , Guillaume Allibert , Olivier Kermorgant , Philippe Martinet
International Conference on Methods and Models in Automation and Robotics, Aug 2022, Miedzyzdroje, Poland
Conference papers hal-03701390v2
Image document

Event-based coding of still images using a bio-inspired frame

Effrosyni Doutsi , Lionel Fillatre , Marc Antonini , Julien Gaulmin
International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP), 2015, Krakow, Poland
Conference papers hal-01303086v1