2 citations · 2 across the 3 of their papers we have counts for
3 papers
Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation
Julio Ivan Davila Carrazco, Pietro Morerio, Alessio Del Bue +1
This paper presents a classification framework based on learnable data augmentation to tackle the One-Shot Unsupervised Domain Adaptation (OS-UDA) problem. OS-UDA is the most chall…
Target-driven One-Shot Unsupervised Domain Adaptation
Julio Ivan Davila Carrazco, Suvarna Kishorkumar Kadam, Pietro Morerio +2
In this paper, we introduce a novel framework for the challenging problem of One-Shot Unsupervised Domain Adaptation (OSUDA), which aims to adapt to a target domain with only a sin…
Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning
Federico Marmoreo, Julio Ivan Davila Carrazco, Vittorio Murino +1
In Generalized Zero-Shot Learning (GZSL), unseen categories (for which no visual data are available at training time) can be predicted by leveraging their class embeddings (e.g., a…