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AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family


Nov 05, 2021
Roy Henha Eyono, Fabio Maria Carlucci, Pedro M Esperan├ža, Binxin Ru, Phillip Torr

* 12 pages, 8 figures 

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OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression


Nov 02, 2021
Chen Zhang, Shifeng Zhang, Fabio Maria Carlucci, Zhenguo Li


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Adversarial Branch Architecture Search for Unsupervised Domain Adaptation


Mar 04, 2021
Luca Robbiano, Muhammad Rameez Ur Rahman, Fabio Galasso, Barbara Caputo, Fabio Maria Carlucci


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Self-Supervised Learning Across Domains


Jul 24, 2020
Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi


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MANAS: Multi-Agent Neural Architecture Search


Sep 05, 2019
Fabio Maria Carlucci, Pedro M Esperan├ža, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang


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Domain Generalization by Solving Jigsaw Puzzles


Apr 14, 2019
Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

* Accepted at CVPR 2019 (oral) 

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Learning to see across Domains and Modalities


Feb 13, 2019
Fabio Maria Carlucci


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From source to target and back: symmetric bi-directional adaptive GAN


Nov 29, 2017
Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo


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AutoDIAL: Automatic DomaIn Alignment Layers


Nov 27, 2017
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bul├▓

* arXiv admin note: substantial text overlap with arXiv:1702.06332 added supplementary material 

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Bridging between Computer and Robot Vision through Data Augmentation: a Case Study on Object Recognition


May 05, 2017
Antonio D'Innocente, Fabio Maria Carlucci, Mirco Colosi, Barbara Caputo


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Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation


Apr 27, 2017
Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bul├▓


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A deep representation for depth images from synthetic data


Sep 30, 2016
Fabio Maria Carlucci, Paolo Russo, Barbara Caputo


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When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks


Nov 17, 2015
Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo


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