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

Guest speaker Ramy Mounir discusses his recent work on networks that can learn robust representations in an online, streaming task-setting, demonstrating impressive results by taking inspiration from neuroscience and cognitive psychology. His paper 'STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner' was recently accepted at NeurIPS 2023. To learn more about Ramy's work, visit https://ramymounir.com/

Papers:
"STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner": https://openreview.net/pdf?id=EfTMRQn00d
"Towards Automated Ethogramming: Cognitively-Inspired Event Segmentation for Streaming Wildlife Video Monitoring": https://link.springer.com/article/10.1007/s11263-023-01781-2
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Видео STREAMER: Streaming Representation Learning and Event Segmentation in a Hierarchical Manner канала Numenta