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Emmanuel Dellandrea
88
Documents
Présentation
**Emmanuel Dellandréa** is Associate Professor (Maître de Conférences, HDR) at [Ecole Centrale de Lyon](http://www.ec-lyon.fr/), France, since 2004. He was awarded a Master and Engineering degrees in Computer Science from the Université de Tours, France, in 2000 followed by a Ph.D. in Computer Science in 2003. He obtained the Habilitation to Drive Research (HDR) in 2020 from Ecole Centrale de Lyon. His research activities led in the [LIRIS laboratory (CNRS UMR 5205)](http://liris.cnrs.fr/) are related to image and video understanding, computer vision, machine learning, robotics, as well as affective computing, including recognition of emotion induced by images and videos.
Publications
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Cell-Free Latent Go-ExploreInternational Conference on Machine Learning (ICML), Jul 2023, Honolulu (Hawai), United States
Communication dans un congrès
hal-03769875v1
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Learning Less Generalizable Patterns for Better Test-Time Adaptation18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023), INSTICC, Feb 2023, Lisbonne, Portugal
Communication dans un congrès
hal-03813534v3
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PickSim: A dynamically configurable Gazebo pipeline for robotic manipulationAdvancing Robot Manipulation Through Open-Source Ecosystems - 2023 IEEE International Conference on Robotics and Automation (ICRA) Conference Workshop, Adam Norton, University of Massachusetts Lowell; Holly Yanco, University of Massachusetts Lowell; Berk Calli, Worcester Polytechnic Institute; Aaron Dollar, Yale University, May 2023, Londres, United Kingdom
Communication dans un congrès
hal-04074800v1
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When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset18th International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2023, Lisbon, Portugal. ⟨10.5220/0011874700003417⟩
Communication dans un congrès
hal-04350431v1
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Look Beyond Bias with Entropic Adversarial Data AugmentationInternational Conference on Pattern Recognition (ICPR) 2022, Aug 2022, Montréal, Canada. ⟨10.1109/ICPR56361.2022.9956389⟩
Communication dans un congrès
hal-03813525v3
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Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain GeneralizationICCV - Workshop on Adversarial Robustness In the Real World 2021, Oct 2021, Virtual, France
Communication dans un congrès
hal-03260124v4
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panda-gym: Open-source goal-conditioned environments for robotic learning4th Robot Learning Workshop: Self-Supervised and Lifelong Learning @NeurIPS 2021, Dec 2021, Online, Unknown Region
Communication dans un congrès
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Scoring Graspability based on Grasp Regression for Better Grasp PredictionIEEE International Conference on Robotics and Automation (ICRA), May 2021, Xi'an (China), China. ⟨10.1109/ICRA48506.2021.9561198⟩
Communication dans un congrès
hal-02456956v3
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Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds ReductionIEEE International Conference on Developmental Robotics and Learning and Epigenetic Robotics 2020 (IEEE ICDL-Epirob 2020), Oct 2020, Valparaiso, Chile. ⟨10.1109/ICDL-EpiRob48136.2020.9278071⟩
Communication dans un congrès
hal-02909335v1
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Jacquard: A Large Scale Dataset for Robotic Grasp DetectionIEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2018, Madrid, Spain
Communication dans un congrès
hal-01753862v2
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Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer LearningIEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Sep 2018, Tokyo, Japan
Communication dans un congrès
hal-01880071v7
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Object segmentation in depth maps with one user click and a synthetically trained fully convolutional networkHFR - 10th International Workshop on Human-Friendy Robotics, Nov 2017, Napoli, Italy. pp.207-221, ⟨10.1007/978-3-319-89327-3_16⟩
Communication dans un congrès
hal-01674511v2
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Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge TransferThe IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Jun 2016, Las Vegas, NV, United States. pp.2119 - 2128, ⟨10.1109/CVPR.2016.233⟩
Communication dans un congrès
hal-01488579v1
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Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image DescriptionsConference on Empirical Methods in Natural Language Processing, Sep 2015, Lisbon, Portugal. pp.214-220
Communication dans un congrès
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IRIM at TRECVID 2015: Semantic IndexingProceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States
Communication dans un congrès
hal-01233398v1
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The MediaEval 2015 Affective Impact of Movies TaskMediaEval 2015 Workshop, Sep 2015, Wurzen, Germany
Communication dans un congrès
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Continuous Arousal Self-assessments Validation Using Real-time Physiological ResponsesInternational Workshop on Affect and Sentiment in Multimedia (ASM), Oct 2015, Brisbane, Australia. ⟨10.1145/2813524.2813527⟩
Communication dans un congrès
hal-01200730v1
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Deep Learning vs. Kernel Methods: Performance for Emotion Prediction in VideosAffective Computing and Intelligent Interaction (ACII), Sep 2015, Xi'an, China
Communication dans un congrès
hal-01193144v1
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Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.CLEF2015 Working Notes, Sep 2015, Toulouse, France
Communication dans un congrès
hal-01375629v1
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Fusing Generic Objectness and Deformable Part-based Models for Weakly Supervised Object DetectionInternational Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.4072-4076
Communication dans un congrès
hal-01301105v1
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A Protocol for Cross-Validating Large Crowdsourced Data: The Case of the LIRIS-ACCEDE Affective Video DatasetCrowdMM '14 Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, Nov 2014, Orlando, United States. pp.3-8, ⟨10.1145/2660114.2660115⟩
Communication dans un congrès
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IRIM at TRECVID 2014: Semantic Indexing and Instance SearchProceedings of TRECVID, Nov 2014, Orlando, United States
Communication dans un congrès
hal-01132491v1
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From crowdsourced rankings to affective ratings2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Jul 2014, Chengdu, China. pp.1-6, ⟨10.1109/ICMEW.2014.6890568⟩
Communication dans un congrès
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SPARSE MUSIC DECOMPOSITION ONTO A MIDI DICTIONARY DRIVEN BY STATISTICAL MUSIC KNOWLEDGEInternational Society for Music Information Retrieval Conference (ISMIR), Nov 2013, Curitiba, Brazil. pp.445-450
Communication dans un congrès
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IRIM at TRECVID 2013: Semantic Indexing and Instance SearchProc. TRECVID Workshop, 2013, Gaithersburg, MD, United States
Communication dans un congrès
hal-00953092v1
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A Large Video Database for Computational Models of Induced Emotion2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2013, Geneva, Switzerland. pp.13-18, ⟨10.1109/ACII.2013.9⟩
Communication dans un congrès
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Music sparse decomposition onto a MIDI dictionary of musical words and its application to music mood classificationInternational Workshop on Content-Based Multimedia Indexing (CBMI) , Jun 2012, Annecy, France. pp.1-6, ⟨10.1109/CBMI.2012.6269798⟩
Communication dans un congrès
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Accelerated Dictionary Learning with GPU/Multicore CPU and its Application to Music ClassificationInternational Conference on Signal Processing (ICSP), Oct 2012, Beijing, China. pp.1188-1193, ⟨10.1109/ICoSP.2012.6491789⟩
Communication dans un congrès
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IRIM at TRECVID 2012: Semantic Indexing and Instance SearchTRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p
Communication dans un congrès
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A Selective Weighted Late Fusion for Visual Concept RecognitionECCV 2012 Workshop on Information Fusion in Computer Vision for Concept Recognition, Oct 2012, Florence, Italy. pp.426-435, ⟨10.1007/978-3-642-33885-4_43⟩
Communication dans un congrès
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Associating textual features with visual ones to improve affective image classificationInternational Conference on Affective Computing and Intelligent Interaction (ACII2011), Oct 2011, Memphis, TN, United States. pp.195-204, ⟨10.1007/978-3-642-24600-5_23⟩
Communication dans un congrès
hal-01354456v1
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Building a Statistical AU Space for Facial Expression Recognition in 3DInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), Dec 2011, Noosa, Queensland, Australia. pp.406-409, ⟨10.1109/DICTA.2011.75⟩
Communication dans un congrès
hal-01354519v1
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Evaluation of Features and Combination Approaches for the Classification of Emotional Semantics in ImagesInternational Conference on Computer Vision, Theory and Applications (VISAPP), Mar 2011, Vilamoura, Algarve, Portugal. pp.352-357
Communication dans un congrès
hal-01354394v1
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Multimodal Search for Graphic DesignersIVAPP'2011 : International Conference on Information Visualization Theory and Applications, 2011, Algarve, Portugal. pp.x-x
Communication dans un congrès
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Reconstructive and Discriminative Sparse Representation for Visual Object CategorizationBritish Machine Vision Conference (BMVC2011), Aug 2011, Dundee, United Kingdom. pp.39.1-39.12, ⟨10.5244/C.25.39⟩
Communication dans un congrès
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Classification of affective semantics in images based on discrete and dimensional models of emotionsInternational Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2010, Grenoble, France. pp.99-104, ⟨10.1109/CBMI.2010.5529906⟩
Communication dans un congrès
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Reconnaissance de la sémantique émotionnelle portée par les images basée sur la théorie de l’évidenceCOmpression et REprésentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. pp.231-237
Communication dans un congrès
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AU Recognition on 3D Faces Based On An Extended Statistical Facial Feature ModelIEEE Fourth International Conference on Biometrics: Theory, Applications and Systems (BTAS), Sep 2010, Washington, DC, United States. pp.1-6, ⟨10.1109/BTAS.2010.5634484⟩
Communication dans un congrès
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Visual Object Recognition using Local Binary Patterns and Segment-based FeatureInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Jul 2010, Paris, France. pp.426-431, ⟨10.1109/IPTA.2010.5586753⟩
Communication dans un congrès
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Bayesian GOETHE TrackingInternational Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.2077-2080, ⟨10.1109/ICPR.2010.511⟩
Communication dans un congrès
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Classification multilingue et multimédia pour la recherche d'images dans le projet OMNIARISE'2010: second atelier Recherche d'Information SEmantique associé à la conférence (INFORSID), May 2010, Marseille, France
Communication dans un congrès
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Image Modeling Using Statistical Measures for Visual Object CategorizationInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Jul 2010, Paris, France. pp.319-324, ⟨10.1109/IPTA.2010.5586750⟩
Communication dans un congrès
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Automatic 3D Facial Expression Recognition based on a Bayesian Belief Net and a Statistical Facial Feature ModelInternational Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3724-3727, ⟨10.1109/ICPR.2010.907⟩
Communication dans un congrès
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Image Categorization Using ESFS: A New Embedded Feature Selection Method Based on SFSAdvanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2009, Bordeaux, France. pp.288-299, ⟨10.1007/978-3-642-04697-1_27⟩
Communication dans un congrès
hal-01437750v1
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Precise 2.5D Facial Landmarking via an Analysis by Synthesis approach2009 IEEE Workshop on Applications of Computer Vision (WACV 2009) , Sep 2009, Snowbird, Utah, United States. pp.1-7, ⟨10.1109/WACV.2009.5403102⟩
Communication dans un congrès
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A 3D statistical facial feature model and its application on locating facial landmarksAdvanced Concepts for Intelligent Vision Systems (ACIVS 2009), Sep 2009, Mercure Chateau Chartrons, Bordeaux, France. pp.686-697, ⟨10.1007/978-3-642-04697-1⟩
Communication dans un congrès
hal-01437748v1
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Multiple Face Tracking for People CountingCORESA, Mar 2009, Toulouse, France. pp.192-196
Communication dans un congrès
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Visual Object Categorization via Sparse RepresentationInternational Conference on Image and Graphics (ICIG), Sep 2009, Xi'an, China. pp.943-948, ⟨10.1109/ICIG.2009.100⟩
Communication dans un congrès
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A People Counting System based on Face Detection and Tracking in a Video6th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2009, Genova Italy. pp.67-72, ⟨10.1109/AVSS.2009.45⟩
Communication dans un congrès
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Recognition of emotions in speech by a hierarchical approachInternational Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2009, Amsterdam, The Netherlands, Netherlands. pp.312-319, ⟨10.1109/ACII.2009.5349587⟩
Communication dans un congrès
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Ambiguous classification of emotional speech6th international conference on Language Resources and Evaluation, LREC 2008, May 2008, Marrakech, Morocco
Communication dans un congrès
hal-01589864v1
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What is the Best Segment Duration for Music Mood Analysis ?International Workshop on Content-Based Multimedia Indexing, CBMI 2008, Jun 2008, Londres, United Kingdom. pp.17-24, ⟨10.1109/CBMI.2008.4564922⟩
Communication dans un congrès
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Region based Visual Object Categorization using Segment Features and Polynomial ModelingJoint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR), Dec 2008, Orlando, United States. pp.277-286, ⟨10.1007/978-3-540-89689-0_32⟩
Communication dans un congrès
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Automatic Hierarchical Classification of Emotional Speech9th International Symposium on Multimedia Workshops, ISMW 2007, Dec 2007, Taichung, Taiwan, Taiwan. pp.291-296, ⟨10.1109/ISM.Workshops.2007.56⟩
Communication dans un congrès
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Two-stage Classification of Emotional SpeechInternational Conference on Digital Telecommunications, ICDT'06, Aug 2006, Cap Esterel, France. pp.32-37, ⟨10.1109/ICDT.2006.76⟩
Communication dans un congrès
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Zipf, Neural Networks and SVM for Musical Genre Classification5th International Symposium on Signal Processing and Information Technology, ISSPIT 2005, Dec 2005, Athènes, Greece. pp.57-62, ⟨10.1109/ISSPIT.2005.1577070⟩
Communication dans un congrès
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Features Extraction And Selection In Emotional SpeechInternational Conference on Advanced Video and Signal based Surveillance, AVSS 2005, Sep 2005, Como, Italy. pp.411-416, ⟨10.1109/AVSS.2005.1577304⟩
Communication dans un congrès
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Suivi d'objets déformables pour l'analyse du sphincter oesophagien inférieurJournées Francophones des Jeunes Chercheurs en Vision par Ordinateur, ORASIS 2003, May 2003, Gérardmer, France. pp.23-31
Communication dans un congrès
hal-01610994v1
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Wavelets and Zipf Law for Audio Signal Analysis7th International Symposium on Signal Processing and its Applications, ISSPA 2003, Jul 2003, Paris, France. pp.483-486, ⟨10.1109/ISSPA.2003.1224919⟩
Communication dans un congrès
hal-01610983v1
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Multiresolution for the detection of xiphoidal sounds in noisy medical audio signals4th EURASIP Conference focused on Video/Image Processing and Multimedia Communication, Jul 2003, Zagreb, Croatia. pp.619-624, ⟨10.1109/VIPMC.2003.1220532⟩
Communication dans un congrès
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Analyse de signaux sonores par les lois de Zipf et Zipf Inverse19e colloque GRETSI sur le traitement du signal et des images, Sep 2003, Paris, France. pp.982-985
Communication dans un congrès
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Inner structure computation for audio signal analysis3rd International Symposium on Image and Signal Processing and Analysis, ISPA 2003, Sep 2003, Rome, Italy. pp.140-145, ⟨10.1109/ISPA.2003.1296883⟩
Communication dans un congrès
hal-01610955v1
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On the Contribution of Zipf Analysis for the Characterization of Medical Audio SignalsInternational Conference on Image and Signal Processing, ICISP'2003, Jun 2003, Agadir, Morocco. pp.439-445
Communication dans un congrès
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Comparison of audio signal codings for Zipf analysis of xiphoidal sounds4th International EMBS Special Topic Conference on Information Technology Applications in Biomedicine, ITAB 2003, Apr 2003, Birmingham, United Kingdom. pp.9-12, ⟨10.1109/ITAB.2003.1222401⟩
Communication dans un congrès
hal-01611019v1
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LIRIS - Imagine at Image CLEF 2012 Photo Annotation TaskCLEF 2012 Conference, Sep 2012, Rome, Italy. pp.20-25, 2012
Poster de conférence
hal-01353174v1
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LIRIS-Imagine at ImageCLEF 2011 Photo Annotation TaskCLEF 2011 Labs and Workshop, Sep 2011, Amsterdam, Netherlands. pp.89-95, 2011
Poster de conférence
hal-01354579v1
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A Selective Weighted Late Fusion for Visual Concept RecognitionB. Ionescu et al. Fusion in Computer Vision, Springer, pp.1-28, 2014, ⟨10.1007/978-3-319-05696-8_1⟩
Chapitre d'ouvrage
hal-01301049v1
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Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries2023
Pré-publication, Document de travail
hal-04228875v1
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Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning2023
Pré-publication, Document de travail
hal-04228888v1
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FruitBin: a large-scale fruit bin picking dataset tunable over occlusion, camera pose and scenes for 6D pose estimation2023
Pré-publication, Document de travail
hal-04122072v2
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Against Amnesic Robots: a Developmental Bayesian Optimization Framework enhanced with Past Experiences and Knowledge from Long-Term Memory2021
Pré-publication, Document de travail
hal-03186517v1
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ESFS: A new embedded feature selection method based on SFS[Research Report] Ecole Centrale Lyon; Université de Lyon; LIRIS UMR 5205 CNRS/INSA de Lyon/Université Claude Bernard Lyon 1/Université Lumière Lyon 2/École Centrale de Lyon; Tsinghua University, Bejing, China. 2008
Rapport
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