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09/19/2023
O(k)-Equivariant Dimensionality Reduction on Stiefel Manifolds
Many real-world datasets live on high-dimensional Stiefel and Grassmanni...
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10/31/2022
Active Learning of Non-semantic Speech Tasks with Pretrained Models
Pretraining neural networks with massive unlabeled datasets has become p...
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07/12/2022
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource Devices
This work introduces BRILLsson, a novel binary neural network-based repr...
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02/26/2021
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies
Despite being crucial to health and quality of life, sleep – especially ...
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05/29/2019