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06/27/2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
Genomic (DNA) sequences encode an enormous amount of information for gen...
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02/21/2023
Hyena Hierarchy: Towards Larger Convolutional Language Models
Recent advances in deep learning have relied heavily on the use of large...
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02/13/2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
State space models (SSMs) have high performance on long sequence modelin...
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10/12/2022
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces
Visual data such as images and videos are typically modeled as discretiz...
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08/08/2022
Continual Reinforcement Learning with TELLA
Training reinforcement learning agents that continually learn across mul...
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01/20/2022
Lifelong Learning Metrics
The DARPA Lifelong Learning Machines (L2M) program seeks to yield advanc...
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08/07/2021