Stephen Voinea

Trading robust representations for sample complexity through self-supervised visual experience

2018 · Neural Information Processing Systems

Learning in small sample regimes is among the most remarkable features of the human perceptual system. This ability is related to robustness to transformations, which is acquired through visual experience in the form of weak- …