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hal-02432714v1  Conference papers
Edgar Simo-SerraEduard TrullsL. FerrazIasonas KokkinosP. Fua et al.  Discriminative learning of deep convolutional feature point descriptors
IEEE international conference on computer vision (ICCV), Dec 2015, Santiago, Chile. pp.118--126, ⟨10.1109/ICCV.2015.22⟩
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hal-01223968v1  Conference papers
Diane BouchacourtSebastian NowozinM. Pawan Kumar. Entropy-based Latent Structured Output Prediction
International Conference on Computer Vision (ICCV), Dec 2015, Santiago, Chile. ⟨10.1109/ICCV.2015.334⟩
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hal-01223970v1  Conference papers
Vivien FecampAristeidis SotirasNikos Paragios. Modular linear iconic matching using higher order graphs
ISBI 2015 - IEEE 12th International Symposium on Biomedical Imaging, Apr 2015, New York, United States. pp.1097 - 1101, ⟨10.1109/ISBI.2015.7164063⟩
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hal-01223973v1  Conference papers
Puneet Kumar DokaniaM. Pawan Kumar. Parsimonious Labeling
ICCV 2015 - International Conference on Computer Vision 2015, Dec 2015, Santiago, Chile. ⟨10.1109/ICCV.2015.205⟩
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hal-01223991v1  Conference papers
Vivien FécampAristeidis SotirasNikos Paragios. Simultaneous Linear and Deformable Registration
Medical Imaging Computing and Computer Assisted Interventions, Oct 2015, Munich, Germany
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hal-01232598v1  Conference papers
Mateusz KozińskiRaghudeep GaddeSergey ZagoruykoGuillaume ObozinskiRenaud Marlet. A MRF Shape Prior for Facade Parsing with Occlusions
Conference on Computer Vision and Pattern Recognition (CVPR 2015), Jun 2015, Boston, Massachusetts, United States. pp.2820-2828, ⟨10.1109/CVPR.2015.7298899⟩
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hal-01130724v1  Conference papers
Enzo FerranteVivien FecampNikos Paragios. Implicit Planar and In-Plane Deformable Mapping in Medical Images Through High Order Graphs
IEEE International Symposium on BIOMEDICAL IMAGING: From Nano to Macro (ISBI), Apr 2015, Ney York, United States
hal-02423502v1  Book sections
Nikios Paragios. Curve propagation, level set methods and grouping
Handbook of biomedical imaging : methodologies and clinical research, Springer, pp.45-62, 2015, 9780387097497; 9780387097480. ⟨10.1007/978-0-387-09749-7_3⟩
hal-02423504v1  Book sections
Radhouène NejiNoura AzzabouGilles FleuryNikos Paragios. Diffusion tensor estimation, regularization and classification
Handbook of biomedical imaging : methodologies and clinical research, Springer, pp.437-454, 2015, 9780387097497; 9780387097480. ⟨10.1007/978-0-387-09749-7_24⟩
hal-02423503v1  Book sections
Charles FlorinNikos ParagiosJames Williams. Monte carlo sampling for the segmentation of tubular structures
Handbook of biomedical imaging : methodologies and clinical research, Springer, pp.263-275, 2015, 9780387097497; 9780387097480. ⟨10.1007/978-0-387-09749-7_14⟩
hal-01263194v1  Poster communications
Wacha BounliphoneArthur GrettonArthur TenenhausMatthew Blaschko. Kernel non-parametric tests of relative dependency
International conference of the ERCIM WG on computational and methodological statistics - CMStatistics 2015, Dec 2015, London, United Kingdom. Elsevier, ISBN 978-9963-2227-0-4, pp.165-166, CFE-CMSTATISTICS 2015
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hal-01151823v1  Conference papers
Jiaqian YuMatthew Blaschko. Learning Submodular Losses with the Lovász Hinge
International Conference on Machine Learning, Jul 2015, Lille, France
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hal-01005828v4  Conference papers
Wacha BounliphoneArthur GrettonArthur TenenhausMatthew Blaschko. A low variance consistent test of relative dependency
International Conference on Machine Learning, Jul 2015, Lille, France
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hal-01165337v1  Conference papers
Matthew BlaschkoJiaqian Yu. Hardness Results for Structured Learning and Inference with Multiple Correct Outputs
Constructive Machine Learning Workshop at ICML, Jul 2015, Lille, France
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hal-01145510v1  Conference papers
Stavros AlchatzidisAristeidis SotirasNikos Paragios. Local atlas selection for discrete multi-atlas segmentation
International Symposium on Biomedical Imaging, Apr 2015, New York, United States. ⟨10.1109/isbi.2015.7163888⟩
hal-02423501v1  Journal articles
Karteek AlahariDhruv BatraSrikumar RamalingamNikos ParagiosRichard Zemel. Guest Editors' Introduction: Special Section on Higher Order Graphical Models in Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2015, 37 (7), pp.1321-1322. ⟨10.1109/TPAMI.2015.2434651⟩
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hal-01223979v1  Journal articles
M Pawan KumarHaithem TurkiDan PrestonDaphne Koller. Parameter Estimation and Energy Minimization for Region-based Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2015, 37 (7), pp.1373-1386. ⟨10.1109/TPAMI.2014.2372766⟩
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hal-01223977v1  Journal articles
Aseem BehlPritish MohapatraC.V. JawaharM Pawan Kumar. Optimizing Average Precision using Weakly Supervised Data
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2015, 37 (12), pp.2545-2557. ⟨10.1109/TPAMI.2015.2414435⟩
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hal-01086052v2  Reports
Yun ZengChaohui WangXianfeng GuDimitris SamarasNikos Paragios. Higher-order Graph Principles towards Non-rigid Surface Registration
[Research Report] RR-8607, INRIA Saclay - Ile-de-France; INRIA. 2015, pp.31
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hal-01220005v1  Reports
Enzo FerranteNikos Paragios. Graph Based Slice-to-Volume Deformable Registration
[Research Report] RR-8803, INRIA Saclay; Center for Visual Computing, CentraleSupelec, Inria, Université Paris-Saclay. 2015, pp.30
hal-01563712v1  Journal articles
H. HassineM. BarkallahA. Bellacicco. Multi Objective Optimization for Sustainable Manufacturing, Application in Turning
International Journal of Simulation Modelling, Daaam International, 2015, pp.98 - 109. ⟨10.2507/IJSIMM14(1)9.292⟩
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hal-01118871v2  Journal articles
Enzo FerranteVivien FecampNikos Paragios. Slice-to-Volume Deformable Registration: Efficient one shot consensus between plane selection and in-plane deformation
International Journal of Computer Assisted Radiology and Surgery, Springer Verlag, 2015, 10 (6), pp.791-800. ⟨10.1007/s11548-015-1205-2⟩