Hyperbolic CNNs outperform Euclidean CNNs on 37 of 42 genome classification benchmarks and beat several large DNA language models on 7 GUE tasks using orders of magnitude fewer parameters.
Transposable elements and the evolution of eukaryotic complexity
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Hyperbolic Genome Embeddings
Hyperbolic CNNs outperform Euclidean CNNs on 37 of 42 genome classification benchmarks and beat several large DNA language models on 7 GUE tasks using orders of magnitude fewer parameters.