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Compression de réseaux convolutifs par utilisation d’un terme de clarté l1/l2 sur les noyaux.

Anthony Berthelier , Yongzhe Yan , Thierry Chateau , Christophe Blanc , Stefan Duffner , et al.
RFIAP, Jun 2020, Vannes, France
Conference papers hal-02972510v1
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Ré-identification de personne avec perte min-triplet

Yiqiang Chen , Stefan Duffner , Andrei Stoian , Jean-Yves Dufour , Atilla Baskurt
16èmes Journées francophones des jeunes chercheurs en vision par ordinateur (ORASIS 2017), Jun 2017, Colleville-sur-Mer, France
Conference papers hal-01625496v1
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Utilisation des gradients de forme et des contours actifs basés régions pour la segmentation des vecteurs mouvement

Stéphanie Jehan-Besson , Stefan Duffner , Ariane Herbulot , Michel Barlaud , Gilles Aubert
20 th GRETSI Symposium on Signal and Image Processing, 2005, Louvain-la-Neuve, Belgique. 4 pp
Conference papers hal-00261260v1

Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects

Stefan Duffner , Christophe Garcia
IEEE Transactions on Image Processing, 2017, 26 (5), pp.2368 - 2380. ⟨10.1109/TIP.2017.2676346⟩
Journal articles hal-01574513v1
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Autonomous object recognition in videos using Siamese Neural Networks

Nawel Medjkoune , Frédéric Armetta , Mathieu Lefort , Stefan Duffner
EUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", Nov 2017, Zurich, Switzerland. pp.4
Conference papers hal-01630163v1
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Using discriminative motion context for on-line visual object tracking

Stefan Duffner , Christophe Garcia
IEEE Transactions on Circuits and Systems for Video Technology, 2015, ⟨10.1109/TCSVT.2015.2504739⟩
Journal articles hal-01340308v1
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Person Re-identification with a Body Orientation-Specific Convolutional Neural Network

Yiqiang Chen , Stefan Duffner , Andrei Stoian , Jean-Yves Dufour , Atilla Baskurt
Advanced Concepts for Intelligent Vision systems, Sep 2018, Poitiers, France
Conference papers hal-01895374v1
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The Visual Object Tracking VOT2015 Challenge Results

Matej Kristan , Jiri Matas , Aleš Leonardis , Michael Felsberg , Luka Cehovin , et al.
Visual Object Tracking Workshop 2015 at ICCV2015, Dec 2015, Santiago, Chile. ⟨10.1109/ICCVW.2015.79⟩
Conference papers hal-01336773v1
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Logistic Similarity Metric Learning for Face Verification

Lilei Zheng , Khalid Idrissi , Christophe Garcia , Stefan Duffner , Atilla Baskurt
40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, Apr 2015, Brisbane, Australia
Conference papers hal-01158949v1
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Multiple Instance Learning for Training Neural Networks under Label Noise

Stefan Duffner , Christophe Garcia
International Joint Conference on Neural Networks (IJCNN), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/IJCNN48605.2020.9206669⟩
Conference papers hal-02902571v1
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Class-Balanced Siamese Neural Networks

Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
Neurocomputing, 2017
Journal articles hal-01580527v1
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SIMILARITY LEARNING WITH LISTWISE RANKING FOR PERSON RE-IDENTIFICATION

Yiqiang Chen , Stefan Duffner , Andrei Stoian , Jean-Yves Dufour , Atilla Baskurt
International conference on image processing, Oct 2018, Athenes, Greece
Conference papers hal-01895355v1
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Coherent Selection of Independent Trackers for Real-time Object Tracking

Salma Moujtahid , Stefan Duffner , Atilla Baskurt
International Conference on Computer Vision Theory and Applications (VISAPP), Mar 2015, Berlin, Germany. pp.584--592
Conference papers hal-01161859v1
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Triangular Similarity Metric Learning for Face Verification

Lilei Zheng , Khalid Idrissi , Christophe Garcia , Stefan Duffner , Atilla Baskurt
11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), May 2015, Ljubljana, Slovenia
Conference papers hal-01158908v1
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Learning PDE to Model Self-Organization of Matter

Eduardo Brandao , Jean-Philippe Colombier , Stefan Duffner , Rémi Emonet , Florence Garrelie , et al.
Entropy, 2022, 24 (8), ⟨10.3390/e24081096⟩
Journal articles ujm-03823722v1
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Similarity Metric Learning

Stefan Duffner , Christophe Garcia , Khalid Idrissi , Atilla Baskurt
Multi-faceted Deep Learning - Models and Data, 2021
Book sections hal-03465119v1
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Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey

Anthony Berthelier , Thierry Chateau , Stefan Duffner , Christophe Garcia , Christophe Blanc
Journal of Signal Processing Systems, 2020, ⟨10.1007/s11265-020-01596-1⟩
Journal articles hal-03048735v1
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Segmentation of vectorial image features using shape gradients and information measures

Ariane Herbulot , Stéphanie Jehan-Besson , Stefan Duffner , Michel Barlaud , Gilles Aubert
Journal of Mathematical Imaging and Vision, 2006, 25 (3), pp.365-386. ⟨10.1007/s10851-006-6898-y⟩
Journal articles hal-00418217v1
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Person Re-identification using group context

Yiqiang Chen , Stefan Duffner , Andrei Stoian , Jean-Yves Dufour , Atilla Baskurt
Advanced Concepts for Intelligent Vision systems, Sep 2018, Poitiers, France
Conference papers hal-01895373v1
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Weakly Supervised and On-line Machine Learning for Object Tracking and Recognition in Images and Videos

Stefan Duffner
Computer Vision and Pattern Recognition [cs.CV]. Université Lyon 1 - Claude Bernard; INSA Lyon, 2019
Habilitation à diriger des recherches tel-02157568v1
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The Impact of Action in Visual Representation Learning

Alexandre Devillers , Valentin Chaffraix , Frédéric Armetta , Stefan Duffner , Mathieu Lefort
International Conference on Development and Learning (ICDL 2022), Sep 2022, London, United Kingdom. ⟨10.1109/ICDL53763.2022.9962210⟩
Conference papers hal-03815546v1
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Pedestrian attribute recognition with part-based CNN and combined feature representations

Yiqiang Chen , Stefan Duffner , Andrei Stoian , Jean-Yves Dufour , Atilla Baskurt
VISAPP2018, Jan 2018, Funchal, Portugal
Conference papers hal-01625470v1
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Sequence Metric Learning as Synchronization of Recurrent Neural Networks

Paul Compagnon , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Joint Conference on Neural Networks, Jul 2021, Glasgow (virtuelle ), United Kingdom. ⟨10.1109/IJCNN52387.2021.9533627⟩
Conference papers hal-03264242v1
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The FG 2015 Kinship Verification in the Wild Evaluation

Jiwen Lu , Junlin Hu , Venice Erin Liong , Xiuzhuang Zhou , Andrea Bottino , et al.
11th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), May 2015, Ljubljana, Slovenia
Conference papers hal-01158942v1
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PixelTrack: a fast adaptive algorithm for tracking non-rigid objects

Stefan Duffner , Christophe Garcia
International Conference on Computer Vision (ICCV 2013), Dec 2013, Sydney, Australia. pp.2480-2487
Conference papers hal-00976387v1
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MACHINE LEARNING OF COMMITTOR FUNCTIONS FOR PREDICTING HIGH IMPACT CLIMATE EVENTS

Dario Lucente , Stefan Duffner , Corentin Herbert , Joran Rolland , Freddy Bouchet
Climate Informatics, Oct 2019, Paris, France
Conference papers hal-02322370v1

Network Traffic Modeling For IoT-device Re-identification

Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
2020 International Conference on Omni-layer Intelligent Systems (COINS), Aug 2020, Barcelona, France. pp.1-6, ⟨10.1109/COINS49042.2020.9191376⟩
Conference papers hal-03148283v1
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On GNN explanability with activation rules

Luca Veyrin-Forrer , Ataollah Kamal , Stefan Duffner , Marc Plantevit , Céline Robardet
Data Mining and Knowledge Discovery, 2022, ⟨10.1007/s10618-022-00870-z⟩
Journal articles hal-03821784v1
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Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection

Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Conference on Automatic Face and Gesture Recognition, May 2015, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/FG.2015.7163112⟩
Conference papers hal-01179993v1
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Pairwise Identity Verification via Linear Concentrative Metric Learning

Lilei Zheng , Stefan Duffner , Khalid Idrissi , Christophe Garcia , Atilla Baskurt
IEEE Transactions on Cybernetics, 2018, pp.1 - 12. ⟨10.1109/TCYB.2016.2634011⟩
Journal articles hal-01435368v1