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Céline Teulière

2 accepted papers

2024

Self-supervised visual learning from interactions with objects

ECCV 2024poster

"Self-supervised learning (SSL) has revolutionized visual representation learning, but has not achieved the robustness of human vision. A reason for this could be that SSL does not leverage all the data available to humans during learning. When learning about an object, humans often purposefully tur…

2023

Time to augment self-supervised visual representation learning

ICLR 2023poster

Biological vision systems are unparalleled in their ability to learn visual representations without supervision. In machine learning, self-supervised learning (SSL) has led to major advances in forming object representations in an unsupervised fashion. Such systems learn representations invariant to…

Cited by 16SourcePDFScholar