Learning Good Features to Transfer Across Tasks and Domains
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3240316
Abstract: Availability of labelled data is the major obstacle to the deployment of deep learning algorithms for computer vision tasks in new domains. The fact that many frameworks adopted to solve different tasks share the same… read more here.
Keywords: tasks domains; learning good; good features; across tasks ... See more keywords
Deep Learning: The Good, the Bad, and the Ugly.
Sign Up to like & getrecommendations! Published in 2019 at "Annual review of vision science"
DOI: 10.1146/annurev-vision-091718-014951
Abstract: Artificial vision has often been described as one of the key remaining challenges to be solved before machines can act intelligently. Recent developments in a branch of machine learning known as deep learning have catalyzed… read more here.
Keywords: machine; good bad; learning good; deep learning ... See more keywords