Antonio D'Innocente

According to our database, Antonio D'Innocente authored at least 12 papers between 2017 and 2022.

Collaborative distances:

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

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

2021

Exploring Data Aggregation and Transformations to Generalize across Visual Domains.

Antonio D'Innocente

CoRR, 2021

Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection.

Francesco Cappio Borlino, Salvatore Polizzotto, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

CoRR, 2021

Localized Triplet Loss for Fine-Grained Fashion Image Retrieval.

Antonio D'Innocente, Nikhil Garg, Yuan Zhang, Loris Bazzani, Michael Donoser

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Rethinking Domain Generalization Baselines.

Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

One-Shot Unsupervised Cross-Domain Detection.

Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2020, 2020

Domain Generalization vs Data Augmentation: An Unbiased Perspective.

Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Learning to Generalize One Sample at a Time with Self-Supervision.

Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

CoRR, 2019

Tackling Partial Domain Adaptation with Self-supervision.

Silvia Bucci, Antonio D'Innocente, Tatiana Tommasi

Proceedings of the Image Analysis and Processing - ICIAP 2019, 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

Domain Generalization with Domain-Specific Aggregation Modules.

Antonio D'Innocente, Barbara Caputo

Proceedings of the Pattern Recognition - 40th German Conference, 2018

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