Fabio Maria Carlucci

Orcid: 0000-0003-4916-5706

According to our database1, Fabio Maria Carlucci authored at least 27 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Manas: multi-agent neural architecture search.
Mach. Learn., January, 2024

2022
Self-Supervised Learning Across Domains.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Approximate Neural Architecture Search via Operation Distribution Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021
MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family.
CoRR, 2021

OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Neural Architecture Generator Optimization.
CoRR, 2020

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

NAS evaluation is frustratingly hard.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Learning to see across domains and modalities.
PhD thesis, 2019

MANAS: Multi-Agent Neural Architecture Search.
CoRR, 2019

Learning to see across Domains and Modalities.
CoRR, 2019

Hallucinating Agnostic Images to Generalize Across Domains.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Domain Generalization by Solving Jigsaw Puzzles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
(DE)<sup>2</sup>CO: Deep Depth Colorization.
IEEE Robotics Autom. Lett., 2018

Agnostic Domain Generalization.
CoRR, 2018

From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
(DE)<sup>2</sup> CO: Deep Depth Colorization.
CoRR, 2017

Bridging Between Computer and Robot Vision Through Data Augmentation: A Case Study on Object Recognition.
Proceedings of the Computer Vision Systems - 11th International Conference, 2017

A deep representation for depth images from synthetic data.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Deep Depth Domain Adaptation: A Case Study.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

AutoDIAL: Automatic Domain Alignment Layers.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks.
CoRR, 2015

Explicit representation of social norms for social robots.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015


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