314 publications found

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  • 2019
    *Beyan C.iit , Katsageorgiou V-M. , Murino V.iit

    A Sequential Data Analysis Approach to Detect Emergent Leaders in Small Groups

    IEEE Transactions on Multimedia
    Article
  • 2019
    *Yamin A.iit , Dayan M. , Squarcina L. , Brambilla P. , Murino V.iit , Diwadkar V. , Sona D.iit

    Comparison of brain connectomes using geodesic distance on manifold:a twin study

    2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI)
    Conference Paper
  • 2019
    *Garcia N. C.iit , Morerio P.iit , Murino V.iit

    Cross-modal learning by hallucinating missing modalities in RGB-D vision

    Multimodal Scene Understanding: Algorithms, Applications and Deep Learning, Publisher: Elsevier
    Book Chapter
  • 2019
    Aslani S.iit , Dayan M.iit , Murino V.iit , Sona D.iit

    Deep 2D encoder-decoder convolutional neural network for multiple sclerosis lesion segmentation in brain MRI

    Lecture Notes in Computer Science, vol. 11383 LNCS, pp. 132-141
    Conference Paper
  • 2019
    Carissimi N.iit , Rota P.iit , Beyan C.iit , Murino V.iit

    Filling the gaps: Predicting missing joints of human poses using denoising autoencoders

    Lecture Notes in Computer Science, vol. 11130 LNCS, pp. 364-379
    Conference Paper
  • 2019
    *Yamin A.iit , Dayan M. , Squarcina L. , Brambilla P. , Murino V.iit , Diwadkar V. , Sona D.iit

    Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study

    IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI’19)
    Conference Paper
  • 2019
    Volpi R.iit , Murino V.iit

    Model Vulnerability to Distributional Shifts over Image Transformation Sets

    arXiv
    Article in Press
  • 2019
    Aslani S.iit , Dayan M.iit , Storelli L. , Filippi M. , Murino V.iit , Rocca M.A. , Sona D.iit

    Multi-branch convolutional neural network for multiple sclerosis lesion segmentation

    NeuroImage, vol. 196, pp. 1-15
    Article
  • 2019
    Crimi A.iit , Giancardo L.iit , Sambataro F. , Gozzi A.iit , Murino V.iit , Sona D.iit

    MultiLink Analysis: Brain Network Comparison via Sparse Connectivity Analysis

    Scientific Reports, vol. 9, (no. 1)
    Article
  • 2019
    *Volpi R.iit

    Regularization, Adaptation and Generalization of Neural Networks

    Universita' degli Studi di Genova - Theses
    PhD Thesis
  • 2019
    Cavazza J.iit , Morerio P.iit , Murino V.iit

    Scalable and compact 3D action recognition with approximated RBF kernel machines

    Pattern Recognition, vol. 93, pp. 25-35
    Article
  • 2019
    Zhu X. , Morerio P.iit , Murino V.iit

    Unsupervised Domain-Adaptive Person Re-identification Based on Attributes

    2019 26th IEEE International Conference on Image Processing (ICIP)
    Article in Press
  • 2018
    Volpi R.iit , Morerio P.iit , Savarese S. , Murino V.iit

    Adversarial Feature Augmentation for Unsupervised Domain Adaptation

    Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 5495-5504
    Conference Paper
  • 2018
    Carissimi N.iit , Beyan C.iit , Murino V.iit

    A multi-view learning approach to deception detection

    Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018, pp. 599-606
    Conference Paper
  • 2018
    Katsageorgiou V.-M.iit , *Sona D.iit , Zanotto M.iit , Lassi G.iit , Garcia-Garcia C.iit , *Tucci V.iit , Murino V.iit

    A novel unsupervised analysis of electrophysiological signals reveals new sleep substages in mice

    PLoS Biology, vol. 16, (no. 5)
    Article
  • 2018
    Crocco M.iit , Martelli S.iit , Trucco A. , *Zunino A.iit , *Murino V.iit

    Audio Tracking in Noisy Environments by Acoustic Map and Spectral Signature

    IEEE Transactions on Cybernetics, vol. 48, (no. 5), pp. 1619-1632
    Article
  • 2018
    Baglietto S.iit , Kepiro I.E.iit , Hilgen G. , Sernagor E. , Murino V.iit , Sona D.iit

    Automatic segmentation of neurons from fluorescent microscopy imaging

    Communications in Computer and Information Science, vol. 881, pp. 121-133
    Conference Paper
  • 2018
    Martelli S.iit , Mazzei L.iit , Canali C.iit , Guardiani P.iit , Giunta S. , Ghiazza A. , Mondino I. , Cannella F.iit , Murino V.iit , *Del Bue A.iit

    Deep Endoscope: Intelligent Duct Inspection for the Avionic Industry

    IEEE Transactions on Industrial Informatics, vol. 14, (no. 4), pp. 1701-1711
    Article
  • 2018
    Roy A.iit , Banerjee B. , Murino V.iit

    Discriminative body part interaction mining for mid-level action representation and classification

    Journal of Visual Communication and Image Representation, vol. 55, pp. 829-840
    Article
  • 2018
    Roy A.iit , Banerjee B. , Murino V.iit

    Discriminative Latent Visual Space for Zero-Shot Object Classification

    Proceedings - International Conference on Pattern Recognition, vol. 2018-August, pp. 2552-2557
    Conference Paper
  • 2018
    Cavazza J.iit , Morerio P.iit , Haeffele B. , Lane C. , Murino V.iit , Vidal R.

    Dropout as a Low-Rank Regularizer for Matrix Factorization

    Artificial Intelligence and Statistics
    Conference Paper
  • 2018
    Bargal S.A. , Zunino A.iit , Kim D. , Zhang J. , Murino V.iit , Sclaroff S.

    Excitation Backprop for RNNs

    Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1440-1449
    Conference Paper
  • 2018
    Bhuiyan A.iit , Perina A.iit , Murino V.iit

    Exploiting multiple detections for person re-identification

    Journal of Imaging, vol. 4, (no. 2)
    Article
  • 2018
    Volpi R.iit , Duchi J. , Namkoong H. , Murino V.iit , Sener O. , Savarese S.

    Generalizing to unseen domains via adversarial data augmentation

    Advances in Neural Information Processing Systems, vol. 2018-December, pp. 5334-5344
    Conference Paper
  • 2018
    Volpi R.iit , Namkoong H. , Sener O. , Duchi J. , Murino V.iit , Savarese S.

    Generalizing to Unseen Domains via Adversarial Data Augmentation

    Neural Information Processing Systems (NIPS)
    Conference Paper