Vittorio Murino - researchr alias

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Viewing Publication 1 - 100 from 417

2025

In-domain Self-supervised Learning for Plankton Image Classification on a BudgetMassimiliano Ciranni, Ani Gjergji, Andrea Maracani, Vittorio Murino, Vito Paolo Pastore. wacv 2025: 1503-1512 [doi]

Self-Supervised Multi-Modal Learning for Accurate MRI Multiple Sclerosis SegmentationAni Gjergji, Massimiliano Ciranni, Matteo Moro, Vittorio Murino, Vito Paolo Pastore. isbi 2025: 1-4 [doi]

Looking at Model Debiasing through the Lens of Anomaly DetectionVito Paolo Pastore, Massimiliano Ciranni, Davide Marinelli, Francesca Odone, Vittorio Murino. wacv 2025: 2548-2557 [doi]

A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View GenerationDario Serez, Marco Cristani, Alessio Del Bue, Vittorio Murino, Pietro Morerio. tmlr, 2025, 2025. [doi]

Pre-trained Multiple Latent Variable Generative Models are Good Defenders Against Adversarial AttacksDario Serez, Marco Cristani, Alessio Del Bue, Vittorio Murino, Pietro Morerio. wacv 2025: 6506-6516 [doi]

MadCLIP: Few-Shot Medical Anomaly Detection with CLIPMahshid Shiri, Cigdem Beyan, Vittorio Murino. miccai 2026: 416-426 [doi]

Linking dynamic connectivity states to cognitive decline and anatomical changes in Alzheimer's diseaseJacopo Tessadori, Ilaria Boscolo Galazzo, Silvia Francesca Storti, Lorenzo Pini, Lorenza Brusini, Federica Cruciani, Diego Sona, Gloria Menegaz, Vittorio Murino. neuroimage, 320:121448, 2025. [doi]

Guest Editorial: Special Issue on Multimodal LearningMichael Ying Yang, Paolo Rota, Massimiliano Mancini, Pietro Morerio, Bodo Rosenhahn, Vittorio Murino. ijcv, 133(5):3079-3081, May 2025. [doi]

2024

2023

Continual Source-Free Unsupervised Domain AdaptationWaqar Ahmed, Pietro Morerio, Vittorio Murino. iciap 2023: 14-25 [doi]

Learnable Data Augmentation for One-Shot Unsupervised Domain AdaptationJulio Ivan Davila Carrazco, Pietro Morerio, Alessio Del Bue, Vittorio Murino. bmvc 2023: 752-753 [doi]

Target-Driven One-Shot Unsupervised Domain AdaptationJulio Ivan Davila Carrazco, Suvarna Kishorkumar Kadam, Pietro Morerio, Alessio Del Bue, Vittorio Murino. iciap 2023: 87-99 [doi]

No Adversaries to Zero-Shot Learning: Distilling an Ensemble of Gaussian Feature GeneratorsJacopo Cavazza, Vittorio Murino, Alessio Del Bue. pami, 45(10):12167-12178, October 2023. [doi]

Guest Editorial : Learning with Manifolds in Computer VisionMohamed Daoudi, Mehrtash Harandi, Vittorio Murino. ivc, 129:104599, 2023. [doi]

Efficient unsupervised learning of biological images with compressed deep featuresVito Paolo Pastore, Massimiliano Ciranni, Simone Bianco 0002, Jennifer Carol Fung, Vittorio Murino, Francesca Odone. ivc, 137:104764, September 2023. [doi]

Learning unbiased classifiers from biased data with meta-learningRuggero Ragonesi, Pietro Morerio, Vittorio Murino. cvpr 2023: 1-9 [doi]

Audio-Visual Inpainting: Reconstructing Missing Visual Information with SoundValentina Sanguineti, Sanket Kumar Thakur, Pietro Morerio, Alessio Del Bue, Vittorio Murino. icassp 2023: 1-5 [doi]

Enhancing Hierarchical Vector Quantized Autoencoders for Image Synthesis Through Multiple DecodersDario Serez, Marco Cristani, Vittorio Murino, Alessio Del Bue, Pietro Morerio. iciap 2023: 393-405 [doi]

Enhancing Next Active Object-Based Egocentric Action Anticipation with Guided AttentionSanket Kumar Thakur, Cigdem Beyan, Pietro Morerio, Vittorio Murino, Alessio Del Bue. icip 2023: 1450-1454 [doi]

2022

Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain AdaptationWaqar Ahmed, Pietro Morerio, Vittorio Murino. wacv 2022: 356-365 [doi]

On the Importance of Appearance and Interaction Feature Representations for Person Re-identificationRichard Blythman, Andrea Zunino, Christopher Murray, Vittorio Murino. wacv 2022: 439-448 [doi]

Mixing Zero-Shot Learning Up: Learning Unseen Classes from Mixed FeaturesJulio Ivan Davila Carrazco, Pietro Morerio, Alessio Del Bue, Vittorio Murino. iciap 2022: 610-620 [doi]

Unsupervised Domain Adaptation for Video Transformers in Action RecognitionVictor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci 0001. icpr 2022: 1258-1265 [doi]

Dual-Head Contrastive Domain Adaptation for Video Action RecognitionVictor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci 0001. wacv 2022: 2234-2243 [doi]

Towards Open Zero-Shot LearningFederico Marmoreo, Julio Ivan Davila Carrazco, Jacopo Cavazza, Vittorio Murino. iciap 2022: 564-575 [doi]

Guest Editorial Introduction to the Special Issue on "Biometrics Based Methods for Healthcare Applications"Michele Nappi, Hugo Proença 0001, Sambit Bakshi, Vittorio Murino. cviu, 224:103559, 2022. [doi]

Unsupervised Synthetic Acoustic Image Generation for Audio-Visual Scene UnderstandingValentina Sanguineti, Pietro Morerio, Alessio Del Bue, Vittorio Murino. TIP, 31:7102-7115, 2022. [doi]

Which Expert Knows Best? Modulating Soft Learning with Online Batch Confidence for Domain Adaptive Person Re-IdentificationAndrea Zunino, Christopher Murray, Richard Blythman, Vittorio Murino. eccv 2023: 594-607 [doi]

2021

Multimodal Segmentation of Medical Images with Heavily Missing DataMuhammad Usman Akbar, Vittorio Murino, Diego Sona. bhi 2021: 1-4 [doi]

Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model DecisionsSarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang 0001, Kate Saenko, Vittorio Murino, Stan Sclaroff. pami, 43(11):4196-4202, 2021. [doi]

RealVAD: A Real-World Dataset and A Method for Voice Activity Detection by Body Motion AnalysisCigdem Beyan, Muhammad Shahid, Vittorio Murino. tmm, 23:2071-2085, 2021. [doi]

Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic ImagesCigdem Beyan, Andrea Zunino, Muhammad Shahid, Vittorio Murino. taffco, 12(4):1084-1099, 2021. [doi]

Structurally constrained effective brain connectivityAlessandro Crimi, Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona. neuroimage, 239:118288, 2021. [doi]

Distillation Multiple Choice Learning for Multimodal Action RecognitionNuno Cruz Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino, Stan Sclaroff. wacv 2021: 2754-2763 [doi]

Transductive Zero-Shot Learning by Decoupled Feature GenerationFederico Marmoreo, Jacopo Cavazza, Vittorio Murino. wacv 2021: 3108-3117 [doi]

Learning Unbiased Representations via Mutual Information BackpropagationRuggero Ragonesi, Riccardo Volpi, Jacopo Cavazza, Vittorio Murino. cvpr 2021: 2729-2738 [doi]

Audio-Visual Localization by Synthetic Acoustic Image GenerationValentina Sanguineti, Pietro Morerio, Alessio Del Bue, Vittorio Murino. AAAI 2021: 2523-2531 [doi]

S-VVAD: Visual Voice Activity Detection by Motion SegmentationMuhammad Shahid, Cigdem Beyan, Vittorio Murino. wacv 2021: 2331-2340 [doi]

Intra-Camera Supervised Person Re-IdentificationXiangping Zhu, Xiatian Zhu, Minxian Li, Pietro Morerio, Vittorio Murino, Shaogang Gong. ijcv, 129(5):1580-1595, 2021. [doi]

Excitation Dropout: Encouraging Plasticity in Deep Neural NetworksAndrea Zunino, Sarah Adel Bargal, Pietro Morerio, Jianming Zhang 0001, Stan Sclaroff, Vittorio Murino. ijcv, 129(4):1139-1152, 2021. [doi]

Explainable Deep Classification Models for Domain GeneralizationAndrea Zunino, Sarah Adel Bargal, Riccardo Volpi, Mehrnoosh Sameki, Jianming Zhang 0001, Stan Sclaroff, Vittorio Murino, Kate Saenko. cvpr 2021: 3233-3242 [doi]

2020

Complex-Object Visual Inspection: Empirical Studies on A Multiple Lighting SolutionMaya Aghaei, Matteo Bustreo, Pietro Morerio, Nicolò Carissimi, Alessio Del Bue, Vittorio Murino. icpr 2021: 2430-2437 [doi]

Compact CNN Structure Learning by Knowledge DistillationWaqar Ahmed, Andrea Zunino, Pietro Morerio, Vittorio Murino. icpr 2021: 6554-6561 [doi]

Organ Segmentation with Recursive Data Augmentation for Deep ModelsMuhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona. icpr 2021: 337-343 [doi]

Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRIShahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh. isbi 2020: 781-785 [doi]

Beyond the Visual Analysis of Deep Model SaliencySarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang 0001, Vittorio Murino, Stan Sclaroff, Kate Saenko. icml 2022: 255-269 [doi]

Editorial: Computational Approaches for Human-Human and Human-Robot Social InteractionsCigdem Beyan, Vittorio Murino, Gentiane Venture, Agnieszka Wykowska. firai, 7:55, 2020. [doi]

The Visual Social Distancing ProblemMarco Cristani, Alessio Del Bue, Vittorio Murino, Francesco Setti, Alessandro Vinciarelli. access, 8:126876-126886, 2020. [doi]

Learning with Privileged Information via Adversarial Discriminative Modality DistillationNuno C. Garcia, Pietro Morerio, Vittorio Murino. pami, 42(10):2581-2593, 2020. [doi]

Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT ScansAvik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue. icpr 2021: 5565-5572 [doi]

Aggregation Signature for Small Object TrackingChunlei Liu, Wenrui Ding, Jinyu Yang, Vittorio Murino, Baochang Zhang, Jungong Han, Guodong Guo. TIP, 29:1738-1747, 2020. [doi]

Generative Pseudo-label Refinement for Unsupervised Domain AdaptationPietro Morerio, Riccardo Volpi, Ruggero Ragonesi, Vittorio Murino. wacv 2020: 3119-3128 [doi]

A Versatile Crack Inspection Portable System based on Classifier Ensemble and Controlled IlluminationMilind G. Padalkar, Carlos Beltrán-González, Matteo Bustreo, Alessio Del Bue, Vittorio Murino. icpr 2021: 4009-4016 [doi]

Audio-Visual Model Distillation Using Acoustic ImagesAndrés F. Pérez, Valentina Sanguineti, Pietro Morerio, Vittorio Murino. wacv 2020: 2843-2852 [doi]

Leveraging Acoustic Images for Effective Self-supervised Audio Representation LearningValentina Sanguineti, Pietro Morerio, Niccolò Pozzetti, Danilo Greco, Marco Cristani, Vittorio Murino. eccv 2020: 119-135 [doi]

The human brain reveals resting state activity patterns that are predictive of biases in attitudes toward robotsCesco Willemse, Jacopo Cavazza, Serena Marchesi, Vittorio Murino, Agnieszka Wykowska. scirobotics, 5(46):6652, 2020. [doi]

Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional ConnectivityMuhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona. ijcnn 2020: 1-5 [doi]

Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis ClassificationMuhammad Abubakar Yamin, Paola Valsasina, Michael Dayan, Sebastiano Vascon, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona. icpr 2021: 10106-10112 [doi]

Predicting Intentions from Motion: The Subject-Adversarial Adaptation ApproachAndrea Zunino, Jacopo Cavazza, Riccardo Volpi, Pietro Morerio, Andrea Cavallo, Cristina Becchio, Vittorio Murino. ijcv, 128(1):220-239, 2020. [doi]

2019

Multi-branch convolutional neural network for multiple sclerosis lesion segmentationShahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona. neuroimage, 196:1-15, 2019. [doi]

Are CNN Predictions based on Reasonable Evidence?Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff. cvpr 2019: 67-70 [doi]

Guided Zoom: Questioning Network Evidence for Fine-grained ClassificationSarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff. bmvc 2019: 17 [doi]

A Sequential Data Analysis Approach to Detect Emergent Leaders in Small GroupsCigdem Beyan, Vasiliki-Maria Katsageorgiou, Vittorio Murino. tmm, 21(8):2107-2116, 2019. [doi]

Enhancing Visual Embeddings through Weakly Supervised Captioning for Zero-Shot LearningMatteo Bustreo, Jacopo Cavazza, Vittorio Murino. iccvw 2019: 1298-1307 [doi]

Scalable and compact 3D action recognition with approximated RBF kernel machinesJacopo Cavazza, Pietro Morerio, Vittorio Murino. PR, 93:25-35, 2019. [doi]

Adaptation of person re-identification models for on-boarding new camera(s)Rameswar Panda, Amran Bhuiyan, Vittorio Murino, Amit K. Roy Chowdhury. PR, 96, 2019. [doi]

Comparisons of Visual Activity Primitives for Voice Activity DetectionMuhammad Shahid, Cigdem Beyan, Vittorio Murino. iciap 2019: 48-59 [doi]

Voice Activity Detection by Upper Body Motion Analysis and Unsupervised Domain AdaptationMuhammad Shahid, Cigdem Beyan, Vittorio Murino. iccvw 2019: 1260-1269 [doi]

Addressing Model Vulnerability to Distributional Shifts Over Image Transformation SetsRiccardo Volpi, Vittorio Murino. iccv 2019: 7979-7988 [doi]

Model Vulnerability to Distributional Shifts over Image Transformation SetsRiccardo Volpi, Vittorio Murino. cvpr 2019: 33-35 [doi]

Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins StudyA. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona. isbi 2019: 1797-1800 [doi]

Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins StudyMuhammad Abubakar Yamin, Michael Dayan, Letizia Squarcina, Vaibhav A. Diwadkar, Paolo Brambilla, Vittorio Murino, Diego Sona. bhi 2019: 1-4 [doi]

Analysis of Dynamic Brain Connectivity Through Geodesic ClusteringA. Yamin, Michael Dayan, Letizia Squarcina, Paolo Brambilla, Vittorio Murino, Vaibhav A. Diwadkar, Diego Sona. iciap 2019: 640-648 [doi]

Unsupervised Domain-Adaptive Person Re-Identification Based on AttributesXiangping Zhu, Pietro Morerio, Vittorio Murino. icip 2019: 4110-4114 [doi]

Intra-Camera Supervised Person Re-Identification: A New BenchmarkXiangping Zhu, Xiatian Zhu, Minxian Li, Vittorio Murino, Shaogang Gong. iccvw 2019: 1079-1087 [doi]

2018

Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRIShahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona. miccai 2019: 132-141 [doi]

Excitation Backprop for RNNsSarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff. cvpr 2018: 1440-1449 [doi]

Prediction of the Leadership Style of an Emergent Leader Using Audio and Visual Nonverbal FeaturesCigdem Beyan, Francesca Capozzi, Cristina Becchio, Vittorio Murino. tmm, 20(2):441-456, 2018. [doi]

Investigation of Small Group Social Interactions Using Deep Visual Activity-Based Nonverbal FeaturesCigdem Beyan, Muhammad Shahid, Vittorio Murino. mm 2018: 311-319 [doi]

Exploiting Multiple Detections for Person Re-IdentificationAmran Bhuiyan, Alessandro Perina, Vittorio Murino. jimaging, 4(2):28, 2018. [doi]

Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising AutoencodersNicolò Carissimi, Paolo Rota, Cigdem Beyan, Vittorio Murino. eccv 2019: 364-379 [doi]

A Multi-View Learning Approach to Deception DetectionNicoló Carissimi, Cigdem Beyan, Vittorio Murino. fgr 2018: 599-606 [doi]

Dropout as a Low-Rank Regularizer for Matrix FactorizationJacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, René Vidal. aistats 2018: 435-444 [doi]

Audio Tracking in Noisy Environments by Acoustic Map and Spectral SignatureMarco Crocco, Samuele Martelli, Andrea Trucco, Andrea Zunino, Vittorio Murino. tcyb, 48(5):1619-1632, 2018. [doi]

Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural NetworksMichael Dayan, Vasiliki-Maria Katsageorgiou, Luca Dodero, Vittorio Murino, Diego Sona. icip 2018: 3513-3517 [doi]

Modality Distillation with Multiple Stream Networks for Action RecognitionNuno C. Garcia, Pietro Morerio, Vittorio Murino. eccv 2018: 106-121 [doi]

Deep Endoscope: Intelligent Duct Inspection for the Avionic IndustrySamuele Martelli, Luca Mazzei, Carlo Canali, Paolo Guardiani, Salvatore Giunta, Alberto Ghiazza, Ivan Mondino, Ferdinando Cannella, Vittorio Murino, Alessio Del Bue. tii, 14(4):1701-1711, 2018. [doi]

Person re-identification by order-induced metric fusionBehzad Mirmahboub, Mohamed Lamine Mekhalfi, Vittorio Murino. ijon, 275:667-676, 2018. [doi]

Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain AdaptationPietro Morerio, Jacopo Cavazza, Vittorio Murino. iclr 2018: [doi]

Discriminative body part interaction mining for mid-level action representation and classificationAbhinaba Roy, Biplab Banerjee, Vittorio Murino. jvcir, 55:829-840, 2018. [doi]

Discriminative Latent Visual Space For Zero-Shot Object ClassificationAbhinaba Roy, Biplab Banerjee, Vittorio Murino. icpr 2018: 2552-2557 [doi]

Visually-Driven Semantic Augmentation for Zero-Shot LearningAbhinaba Roy, Jacopo Cavazza, Vittorio Murino. bmvc 2018: 85 [doi]

Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture ModelArio Sadafi, Vasiliki-Maria Katsageorgiou, Huiping Huang, Francesco Papaleo, Vittorio Murino, Diego Sona. icpr 2018: 2433-2437 [doi]

Adversarial Feature Augmentation for Unsupervised Domain AdaptationRiccardo Volpi, Pietro Morerio, Silvio Savarese, Vittorio Murino. cvpr 2018: 5495-5504 [doi]

Generalizing to Unseen Domains via Adversarial Data AugmentationRiccardo Volpi, Hongseok Namkoong, Ozan Sener, John C. Duchi, Vittorio Murino, Silvio Savarese. nips 2018: 5339-5349 [doi]

Manifold constraint transfer for visual structure-driven optimizationBaochang Zhang, Alessandro Perina, Ce Li, Qixiang Ye, Vittorio Murino, Alessio Del Bue. PR, 77:87-98, 2018. [doi]

Video Gesture Analysis for Autism Spectrum Disorder DetectionAndrea Zunino, Pietro Morerio, Andrea Cavallo, Caterina Ansuini, Jessica Podda, Francesca Battaglia, Edvige Veneselli, Cristina Becchio, Vittorio Murino. icpr 2018: 3421-3426 [doi]

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