Memory Storyboard groups recent video frames into temporal segments and replays them from a two-tier memory, improving self-supervised representation learning on egocentric video streams.
In particular, we note that Memory Storyboard significantly outperforms SimCLR when we sample more data fromM short (towards the right side of thex-axis)
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Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos
Memory Storyboard groups recent video frames into temporal segments and replays them from a two-tier memory, improving self-supervised representation learning on egocentric video streams.