Fabio Maria Carlucci

According to our database, Fabio Maria Carlucci authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Manas: multi-agent neural architecture search.

Vasco Lopes, Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Antoine Yang, Victor Gabillon, Hang Xu, Zewei Chen, Jun Wang

Mach. Learn., January, 2024

2022

Self-Supervised Learning Across Domains.

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

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Approximate Neural Architecture Search via Operation Distribution Learning.

Xingchen Wan, Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation.

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation.

Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò

IEEE Trans. Pattern Anal. Mach. Intell., 2021

AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family.

Roy Henha Eyono, Fabio Maria Carlucci, Pedro M. Esperança, Binxin Ru, Philip H. S. Torr

CoRR, 2021

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

Chen Zhang, Shifeng Zhang, Fabio Maria Carlucci, Zhenguo Li

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Neural Architecture Generator Optimization.

Binxin Ru, Pedro M. Esperança, Fabio Maria Carlucci

CoRR, 2020

Neural Architecture Generator Optimization.

Robin Ru, Pedro M. Esperança, Fabio Maria Carlucci

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

NAS evaluation is frustratingly hard.

Antoine Yang, Pedro M. Esperança, Fabio Maria Carlucci

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Learning to see across domains and modalities.

Fabio Maria Carlucci

PhD thesis, 2019

MANAS: Multi-Agent Neural Architecture Search.

Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang

CoRR, 2019

Learning to see across Domains and Modalities.

Fabio Maria Carlucci

CoRR, 2019

Hallucinating Agnostic Images to Generalize Across Domains.

Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Domain Generalization by Solving Jigsaw Puzzles.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

(DE)²CO: Deep Depth Colorization.

Fabio Maria Carlucci, Paolo Russo, Barbara Caputo

IEEE Robotics Autom. Lett., 2018

Agnostic Domain Generalization.

Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo

CoRR, 2018

From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN.

Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

(DE)² CO: Deep Depth Colorization.

Fabio Maria Carlucci, Paolo Russo, S. M. Baharlou, Barbara Caputo

CoRR, 2017

Bridging Between Computer and Robot Vision Through Data Augmentation: A Case Study on Object Recognition.

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

Proceedings of the Computer Vision Systems - 11th International Conference, 2017

A deep representation for depth images from synthetic data.

Fabio Maria Carlucci, Paolo Russo, Barbara Caputo

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation.

Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Deep Depth Domain Adaptation: A Case Study.

Novi Patricia, Fabio Maria Carlucci, Barbara Caputo

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

AutoDIAL: Automatic Domain Alignment Layers.

Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulò

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks.

Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks.

Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo

CoRR, 2015

Explicit representation of social norms for social robots.

Fabio Maria Carlucci, Lorenzo Nardi, Luca Iocchi, Daniele Nardi

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015