5 citations · 5 across the 2 of their papers we have counts for
3 papers
Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration
Emanuel Sanchez Aimar, Nathaniel Helgesen, Yonghao Xu +2
Long-tailed semi-supervised learning (LTSSL) represents a practical scenario for semi-supervised applications, challenged by skewed labeled distributions that bias classifiers. Thi…
Balanced Product of Calibrated Experts for Long-Tailed Recognition
Emanuel Sanchez Aimar, Arvi Jonnarth, Michael Felsberg +1
Many real-world recognition problems are characterized by long-tailed label distributions. These distributions make representation learning highly challenging due to limited genera…
Social Relation Recognition in Egocentric Photostreams
Emanuel Sanchez Aimar, Petia Radeva, Mariella Dimiccoli
This paper proposes an approach to automatically categorize the social interactions of a user wearing a photo-camera 2fpm, by relying solely on what the camera is seeing. The probl…