Sujal Vijayaraghavan

STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner

We present a novel self-supervised approach for hierarchical representation learning and segmentation of perceptual inputs in a streaming fashion. Our research addresses how to semantically group streaming inputs into chunks at various levels of a hierarchy while simultaneously learning, for each ch…