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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

DOI 10.1109/TMM.2019.2895505

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

DOI 10.1007/978-3-030-11723-8_13

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

DOI 10.1007/978-3-030-11012-3_29

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

DOI 10.1016/j.neuroimage.2019.03.068

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)

DOI 10.1038/s41598-018-37300-4

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

DOI 10.1016/j.patcog.2019.03.031

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

DOI 10.1109/CVPR.2018.00576

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

DOI 10.1109/FG.2018.00095

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)

DOI 10.1371/journal.pbio.2003663

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

DOI 10.1109/TCYB.2017.2711497

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

DOI 10.1007/978-3-319-94806-5_7

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

DOI 10.1109/TII.2018.2807797

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

DOI 10.1016/j.jvcir.2018.06.026

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

DOI 10.1109/ICPR.2018.8545527

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

DOI 10.1109/CVPR.2018.00156

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)

DOI 10.3390/jimaging4020028

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

314 publications found

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

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

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

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

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

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

Model Vulnerability to Distributional Shifts over Image Transformation Sets

Multi-branch convolutional neural network for multiple sclerosis lesion segmentation

MultiLink Analysis: Brain Network Comparison via Sparse Connectivity Analysis

Regularization, Adaptation and Generalization of Neural Networks

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

Unsupervised Domain-Adaptive Person Re-identification Based on Attributes

Adversarial Feature Augmentation for Unsupervised Domain Adaptation

A multi-view learning approach to deception detection

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

Audio Tracking in Noisy Environments by Acoustic Map and Spectral Signature

Automatic segmentation of neurons from fluorescent microscopy imaging

Deep Endoscope: Intelligent Duct Inspection for the Avionic Industry

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

Discriminative Latent Visual Space for Zero-Shot Object Classification

Dropout as a Low-Rank Regularizer for Matrix Factorization

Excitation Backprop for RNNs

Exploiting multiple detections for person re-identification

Generalizing to unseen domains via adversarial data augmentation

Generalizing to Unseen Domains via Adversarial Data Augmentation