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VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling.
Siyuan Li
Zedong Wang
Zicheng Liu
Di Wu
Cheng Tan
Jiangbin Zheng
Yufei Huang
Stan Z. Li
Published in:
CoRR (2024)
Keyphrases
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vector quantization
genomic sequences
image compression
vector quantizer
dna sequences
reduced complexity
fractal image compression
distortion measure
input vector
neural gas
vector quantized
wavelet transform
previously unknown
entropy constrained
successive approximation
joint source and channel coding