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Compact CNN Structure Learning by Knowledge Distillation


Apr 19, 2021
Waqar Ahmed, Andrea Zunino, Pietro Morerio, Vittorio Murino

* This paper has been accepted to ICPR 2020 

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Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation


Mar 29, 2021
Waqar Ahmed, Pietro Morerio, Vittorio Murino


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Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning


Mar 23, 2021
Federico Marmoreo, Julio Ivan Davila Carrazco, Vittorio Murino, Jacopo Cavazza


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Transductive Zero-Shot Learning by Decoupled Feature Generation


Feb 23, 2021
Federico Marmoreo, Jacopo Cavazza, Vittorio Murino

* Published at the IEEE/CVF Winter Conference on Computer Vision (WACV) 2021 

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A Versatile Crack Inspection Portable System based on Classifier Ensemble and Controlled Illumination


Oct 19, 2020
Milind G. Padalkar, Carlos Beltrán-González, Matteo Bustreo, Alessio Del Bue, Vittorio Murino

* Accepted in ICPR 2020 

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DSLib: An open source library for the dominant set clustering method


Oct 15, 2020
Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino, Marcello Pelillo


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The Visual Social Distancing Problem


May 11, 2020
Marco Cristani, Alessio Del Bue, Vittorio Murino, Francesco Setti, Alessandro Vinciarelli

* 9 pages, 5 figures. All the authors equally contributed to this manuscript and they are listed by alphabetical order. Under submission 

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Complex-Object Visual Inspection via Multiple Lighting Configurations


Apr 20, 2020
Maya Aghaei, Matteo Bustreo, Pietro Morerio, Nicolo Carissimi, Alessio Del Bue, Vittorio Murino

* 8 pages, 7 figures, submitted to ICPR2020 

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Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans


Apr 17, 2020
Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue


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Explainable Deep Classification Models for Domain Generalization


Mar 13, 2020
Andrea Zunino, Sarah Adel Bargal, Riccardo Volpi, Mehrnoosh Sameki, Jianming Zhang, Stan Sclaroff, Vittorio Murino, Kate Saenko


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Learning Unbiased Representations via Mutual Information Backpropagation


Mar 13, 2020
Ruggero Ragonesi, Riccardo Volpi, Jacopo Cavazza, Vittorio Murino

* Code publicly available at https://github.com/rugrag/learn-unbiased 

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Intra-Camera Supervised Person Re-Identification


Feb 12, 2020
Xiangping Zhu, Xiatian Zhu, Minxian Li, Pietro Morerio, Vittorio Murino, Shaogang Gong

* 16 pages 

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Generative Pseudo-label Refinement for Unsupervised Domain Adaptation


Jan 09, 2020
Pietro Morerio, Riccardo Volpi, Ruggero Ragonesi, Vittorio Murino


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DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition


Dec 23, 2019
Nuno C. Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino, Stan Sclaroff


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Aggregation Signature for Small Object Tracking


Oct 24, 2019
Chunlei Liu, Wenrui Ding, Jinyu Yang, Vittorio Murino, Baochang Zhang, Jungong Han, Guodong Guo

* IEEE Transactions on Image Processing, 2019 

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Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI


Oct 22, 2019
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger Tam, Diego Sona, Ghassan Hamarneh


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Unsupervised Domain-Adaptive Person Re-identification Based on Attributes


Aug 27, 2019
Xiangping Zhu, Pietro Morerio, Vittorio Murino

* 5 pages, accepted by ICIP2019 

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Intra-Camera Supervised Person Re-Identification: A New Benchmark


Aug 27, 2019
Xiangping Zhu, Xiatian Zhu, Minxian Li, Vittorio Murino, Shaogang Gong

* 9 pages, 3 figures, accepted by ICCV Workshop on Real-World Recognition from Low-Quality Images and Videos, 2019 

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Audio-Visual Model Distillation Using Acoustic Images


Apr 16, 2019
Andrés F. Pérez, Valentina Sanguineti, Pietro Morerio, Vittorio Murino


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Model Vulnerability to Distributional Shifts over Image Transformation Sets


Mar 28, 2019
Riccardo Volpi, Vittorio Murino


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Guided Zoom: Questioning Network Evidence for Fine-grained Classification


Dec 06, 2018
Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff


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Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation


Nov 16, 2018
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria A Rocca, Diego Sona


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Generalizing to Unseen Domains via Adversarial Data Augmentation


Nov 06, 2018
Riccardo Volpi, Hongseok Namkoong, Ozan Sener, John Duchi, Vittorio Murino, Silvio Savarese

* Accepted to NIPS 2018 (camera ready) 

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Modality Distillation with Multiple Stream Networks for Action Recognition


Oct 29, 2018
Nuno Garcia, Pietro Morerio, Vittorio Murino

* Accepted at ECCV 2018; Supp. material at p.16; code available 

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Learning with privileged information via adversarial discriminative modality distillation


Oct 19, 2018
Nuno C. Garcia, Pietro Morerio, Vittorio Murino


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Excitation Dropout: Encouraging Plasticity in Deep Neural Networks


May 23, 2018
Andrea Zunino, Sarah Adel Bargal, Pietro Morerio, Jianming Zhang, Stan Sclaroff, Vittorio Murino


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Adversarial Feature Augmentation for Unsupervised Domain Adaptation


May 04, 2018
Riccardo Volpi, Pietro Morerio, Silvio Savarese, Vittorio Murino

* Accepted to CVPR 2018 

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Excitation Backprop for RNNs


Mar 08, 2018
Sarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 
* CVPR 2018 Camera Ready Version 

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Scalable and Compact 3D Action Recognition with Approximated RBF Kernel Machines


Nov 28, 2017
Jacopo Cavazza, Pietro Morerio, Vittorio Murino


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