Toddler-inspired embodied vision for learning object representations

A Aubret, C Teulièr, J Triesch - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Recent time-contrastive learning approaches manage to learn invariant object
representations without supervision. This is achieved by mapping successive views of an …

Self-calibrating active binocular vision via active efficient coding with deep autoencoders

C Wilmot, BE Shi, J Triesch - 2020 Joint IEEE 10th International …, 2020 - ieeexplore.ieee.org
We present a model of the self-calibration of active binocular vision comprising the
simultaneous learning of visual representations, vergence, and pursuit eye movements. The …

Embodied vision for learning object representations

A Aubret, C Teulière, J Triesch - arXiv preprint arXiv:2205.06198, 2022 - arxiv.org
Recent time-contrastive learning approaches manage to learn invariant object
representations without supervision. This is achieved by mapping successive views of an …

An active efficient coding model of binocular vision development under normal and abnormal rearing conditions

L Klimmasch, J Schneider, A Lelais, BE Shi… - From Animals to Animats …, 2018 - Springer
The development of binocular vision encompasses the formation of binocular receptive
fields tuned to different disparities and the calibration of accurate vergence eye movements …