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hal-02454644v1  Conference papers
Emilie ChouzenouxVíctor Elvira. Adaptive importance sampling with scaled Langevin proposal adaptatioń
17th International Conference on Computer Aided Systems Theory (EUROCAST 2019), Feb 2019, Las Palmas de Gran Canaria, Spain
hal-01650956v1  Conference papers
Enzo FerrantePuneet K DokaniaRafael MariniNikos Paragios. Deformable Registration through Learning of Context-Specific Metric Aggregation
Machine Learning in Medical Imaging Worlshop. MLMI (MICCAI 2017), Sep 2017, Quebec City, Canada
hal-02423036v1  Conference papers
Maria VakalopoulouNorbert BusKonstantinos KarantzalosNikos Paragios. Integrating edge/boundary priors with classification scores for building detection in very high resolution data
IEEE International geoscience and remote sensing symposium (IGARSS), Jul 2017, Fort Worth, TX, United States. pp.3309-3312, ⟨10.1109/IGARSS.2017.8127705⟩
hal-01355110v1  Conference papers
Roque PorchettoFranco StramanaEnzo FerranteNikos Paragios. Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields
19th Int Conf on Med Image Comp and Comp-Assisted Intervent (MICCAI) / Int Workshop on Med Comp Vis (MCV) / 3rd Int Workshop on Bayesian and Graph Models for Biomedical Imaging (BAMBI), Oct 2016, Athens, Greece. pp.172-185, ⟨10.1007/978-3-319-61188-4_16⟩
hal-02432711v1  Conference papers
Iasonas Kokkinos. Pushing the boundaries of boundary detection using deep learning
4th International Conference on Learning Representations, ICLR 2016, May 2016, San Juan, Puerto Rico
hal-01323727v1  Conference papers
Anton OsokinJean-Baptiste AlayracIsabella LukasewitzPuneet K. DokaniaSimon Lacoste-Julien. Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs
International Conference on Machine Learning (ICML 2016)., 2016, New York, United States
hal-01349189v1  Conference papers
Mahsa ShakeriEnzo FerranteStavros TsogkasSarah LippeSamuel Kadoury et al.  Prior-based Coregistration and Cosegmentation
MICCAI 2016 - 19th International Conference on Medical Image Computing and Computer Assisted Intervention, 2016, Athens, Greece
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⟩
hal-01104413v1  Conference papers
Jiaqian YuMatthew Blaschko. Lovasz Hinge for Learning Submodular Losses
NIPS Workshop on Representation and Learning Methods for Complex Outputs, Dec 2014, Montreal, Canada
hal-01104411v1  Conference papers
Eugene BelilovskyAndreas ArgyriouMatthew Blaschko. Approximating Combined Discrete Total Variation and Correlated Sparsity With Convex Relaxations
NIPS Workshop on Discrete and Combinatorial Problems in Machine Learning, Dec 2014, Montreal, Canada
hal-01104407v1  Conference papers
Wacha BounliphoneArthur GrettonMatthew Blaschko. Kernel non-parametric tests of relative dependency
NIPS Workshop on Modern Nonparametrics 3: Automating the Learning Pipeline, Dec 2014, Montreal, Canada
hal-00856323v1  Conference papers
Yun ZengChaohui WangDavid GuDimitris SamarasNikos Paragios. A Generic Deformation Model for Dense Non-Rigid Surface Registration: a Higher-Order MRF-based Approach
ICCV 2013 - IEEE International Conference on Computer Vision, Dec 2013, Sydney, Australia. pp.3360-3367, ⟨10.1109/ICCV.2013.417⟩
hal-00865703v1  Conference papers
Costas PanagiotakisHarris PapadakisElias GriniasNikos KomodakisParaskevi Fragopoulou et al.  Interactive Image Segmentation via Graph Clustering and Synthetic Coordinates Modeling
15th International Conference on Computer Analysis of Images and Patterns (CAIP 2013), Aug 2013, York, United Kingdom. pp.589-596, ⟨10.1007/978-3-642-40261-6_71⟩
hal-00865699v1  Conference papers
Joerg KappesBjoern AndresFred HamprechtChristoph SchnörrSebastian Nowozin et al.  A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems
IEEE Conference on Computer Vision and Pattern Recognition 2013, 2013, United States. pp.1-8
hal-00858954v1  Conference papers
Andreas ArgyriouRina FoygelNathan Srebro. Sparse Prediction with the $k$-Support Norm
Neural Information Processing Systems, Dec 2012, Lake Tahoe, United States. pp.1466-1474
hal-00856295v1  Conference papers
Jose RubioJoan SerratAntonio LópezNikos Paragios. Image contextual representation and matching through hierarchies and higher order graphs
21st International Conference on Pattern Recognition - ICPR 2012, Nov 2012, Tsukuba, Japan. pp.2664 - 2667
hal-00856285v1  Conference papers
Nikos KomodakisNikos Paragios. MRF-Based blind image deconvolution
11th Asian Conference on Computer Vision - ACCV 2012, Nov 2012, Daejeon, North Korea. pp.361-374
hal-00918807v1  Conference papers
Michalis RaptisIasonas KokkinosStefano Soatto. Discovering Discriminative Action Parts from Mid-Level Video Representations
CVPR - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2012, Providence, United States
hal-00857572v1  Conference papers
Iasonas KokkinosMichael M. BronsteinRoee LitmanAlexander M. Bronstein. Intrinsic shape context descriptors for deformable shapes
CVPR 2012 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2012, Providence, United States. pp.159-166, ⟨10.1109/CVPR.2012.6247671⟩
hal-00856289v1  Conference papers
Loïc SimonOlivier TeboulPanagiotis KoutsourakisLuc van GoolNikos Paragios. Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences
25th IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2012, Jun 2012, Rhode Island, United States. pp.518-525, ⟨10.1109/CVPR.2012.6247716⟩
hal-00856297v1  Conference papers
Samuel KadouryGuray ErusEvangelina I. ZacharakiNikos ParagiosDavatzikos Christos. Manifold-constrained embeddings for the detection of white matter lesions in brain MRI
2012 IEEE 9th International Symposium on Biomedical Imaging - ISBI 2012, May 2012, Barcelona, Spain. pp.562 - 565
hal-00858415v1  Conference papers
Aristeidis SotirasNikos Paragios. Discrete symmetric image registration
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on, 2012, Spain. pp.342-345
hal-00856131v1  Conference papers
Chaohui WangYun ZengLoïc SimonIoannis KakadiarisDimitris Samaras et al.  Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors
13th International Conference on Computer Vision - ICCV 2011, Nov 2011, Barcelona, Spain. pp.319-326, ⟨10.1109/ICCV.2011.6126258⟩
hal-00856103v1  Conference papers
Chaohui WangHaithem BoussaidLoïc SimonJean-Yves LazennecNikos Paragios. Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based Priors
14th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2011, Sep 2011, Toronto, Canada. pp.346-353, ⟨10.1007/978-3-642-23626-6_43⟩
hal-00856135v1  Conference papers
Olivier TeboulIasonas KokkinosLoïc SimonPanagiotis KoutsourakisNikos Paragios. Shape grammar parsing via Reinforcement Learning
24th IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2011, Jun 2011, Colorado Springs, United States. pp.2273-2280, ⟨10.1109/CVPR.2011.5995319⟩
hal-00856116v1  Conference papers
Bo XiangChaohui WangJean-François DeuxAlain RahmouniNikos Paragios. Tagged cardiac MR image segmentation using boundary & regional-support and graph-based deformable priors
2011 IEEE 8th International Symposium on Biomedical Imaging - ISBI 2011, Mar 2011, Chicago, United States. pp.1706-1711, ⟨10.1109/ISBI.2011.5872733⟩
hal-00856047v1  Conference papers
Mickaël SavinaudMartin de la GorceS. MaitrejeanNikos Paragios. Model-Based Multi-view Fusion of Cinematic Flow and Optical Imaging
13th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2010, Sep 2010, Beijing, China. pp.668-675, ⟨10.1007/978-3-642-15745-5_82⟩
hal-00856051v1  Conference papers
Chaohui WangOlivier TeboulFabrice MichelSalma EssafiNikos Paragios. 3D Knowledge-Based Segmentation Using Pose-Invariant Higher-Order Graphs
MICCAI 2010 - 13th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2010, Beijing, China. pp.189-196, ⟨10.1007/978-3-642-15711-0_24⟩