758 citations · 906 across the 7 of their papers we have counts for
3 papers · 1 filter
Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems
Marc-André Carbonneau, Eric Granger, Ghyslain Gagnon
A growing number of applications, e.g. video surveillance and medical image analysis, require training recognition systems from large amounts of weakly annotated data while some ta…
Multiple Instance Learning: A Survey of Problem Characteristics and Applications
Marc-André Carbonneau, Veronika Cheplygina, Eric Granger +1
Multiple instance learning (MIL) is a form of weakly supervised learning where training instances are arranged in sets, called bags, and a label is provided for the entire bag. Thi…
Feature Learning from Spectrograms for Assessment of Personality Traits
Marc-André Carbonneau, Eric Granger, Yazid Attabi +1
Several methods have recently been proposed to analyze speech and automatically infer the personality of the speaker. These methods often rely on prosodic and other hand crafted sp…