Francesco Cappio Borlino

According to our database, Francesco Cappio Borlino authored at least 13 papers between 2020 and 2024.

Collaborative distances:

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

2024

Foundation Models and Fine-Tuning: A Benchmark for Out of Distribution Detection.

Francesco Cappio Borlino, Lorenzo Li Lu, Tatiana Tommasi

IEEE Access, 2024

2023

OpenPatch: a 3D patchwork for Out-Of-Distribution detection.

Paolo Rabino, Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi

CoRR, 2023

Large Class Separation is Not What You Need for Relational Reasoning-Based OOD Detection.

Lorenzo Li Lu, Giulia D'Ascenzi, Francesco Cappio Borlino, Tatiana Tommasi

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

Self-supervision & meta-learning for one-shot unsupervised cross-domain detection.

Francesco Cappio Borlino, Salvatore Polizzotto, Barbara Caputo, Tatiana Tommasi

Comput. Vis. Image Underst., 2022

Towards Open Set 3D Learning: A Benchmark on Object Point Clouds.

Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi

CoRR, 2022

Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation.

Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi

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

3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds.

Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Contrastive Learning for Cross-Domain Open World Recognition.

Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Semantic Novelty Detection via Relational Reasoning.

Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2022, 2022

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

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