Transductive Information Maximization For Few-Shot Learning
Work
Year: 2020
Type: preprint
Abstract: We introduce Transductive Infomation Maximization (TIM) for few-shot learning. Our method maximizes the mutual information between the query features and their label predictions for a given few-shot t... more
Source: arXiv (Cornell University)
Institutions École de Technologie Supérieure, Institute for Learning and Development, International Laboratory on Learning Systems
Cites: 51
Cited by: 47
Related to: 10
Citation percentile (by year/subfield): 99.99
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green