Jul 16, 2024 · Knowledge distillation for fast and accurate DNA sequence correction ... sequences, Distilled DeepConsensus improves downstream applications of genomic sequence ...

Feb 16, 2024 · Predicting the Sequence Specificities of DNA-and RNA-Binding Proteins by Deep Learning. ... Fast and accurate de novo genome assembly from long uncorrected reads.

Jul 16, 2024 · Knowledge distillation for fast and accurate DNA sequence correction ... sequences, Distilled DeepConsensus improves downstream applications of genomic sequence ...

Nov 21, 2023 · Therefore, this two-step approach optimally combines the strengths of NAS and knowledge distillation, ensuring a comprehensive and effective optimization ...

Mar 8, 2024 · This survey represents our earnest effort to provide a comprehensive and insightful overview of knowl- edge distillation techniques applied to LLMs, focusing on.

Mar 8, 2024 · Following this introduction, §2 provides a foundational overview of knowledge distillation, comparing traditional techniques with those emerging in the era of ...

Feb 20, 2024 · Knowledge distillation is conducted based on transfer weights. Knowledge distillation has been proposed as a way to alleviate the catastrophic forgetting ...

Nov 1, 2023 · DanQ [49] is a hybrid convolutional and recurrent DNN for predicting the function of noncoding DNA directly from sequence alone. A DNA sequence is input as the ...

Sep 11, 2023 · S. CLARK: fast and accurate classification of metagenomic and genomic sequences using discriminative k-mers ... correction tools for short- and long-read genome ...

May 30, 2024 · ... learning and knowledge distillation. The model ... Here, we report substantially improved gene expression prediction accuracy from DNA sequences ...