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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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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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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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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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Predicting Human Intentions from Motion Only: A 2D+3D Fusion Approach

Sep 06, 2017
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino

* accepted as poster at the 25th ACM Multimedia (ACM MM) 2017, Mountain View, California, USA 

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What Will I Do Next? The Intention from Motion Experiment

Aug 03, 2017
Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino

* 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops 

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Kernelized Covariance for Action Recognition

Sep 02, 2016
Jacopo Cavazza, Andrea Zunino, Marco San Biagio, Vittorio Murino

* Accepted paper at the 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016 

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Revisiting Human Action Recognition: Personalization vs. Generalization

May 02, 2016
Andrea Zunino, Jacopo Cavazza, Vittorio Murino


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