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This lecture surveys self-supervised learning methods for computer vision, including PIRL, SwAV, audiovisual instance discrimination with cross-model agreement, and Barlow Twins’ redundancy-reduction approach.
Syllabus
– Welcome to class
– Self-supervised learning in computer vision
– Pretext-invariant representation learning PIRL
– Swapping assignments between views SwAV
– Audiovisual instance discrimination with cross model agreement AVID + CMA
– Barlow Twins: self-supervised learning via redundancy reduction
– Live chat
Taught by
Alfredo Canziani