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Found 6 papers, 1 papers with code
Conditional Variational Diffusion Models
Despite their success, an important drawback of diffusion models is their sensitivity to the choice of variance schedule, which controls the dynamics of the diffusion process.
DNA Storage Error Simulator: A Tool for Simulating Errors in Synthesis, Storage, PCR and Sequencing
Advances in DNA technologies have made it possible to store the entirety of Wikipedia in a test tube and read that information using a handheld sequencing device, although imperfections in writing (synthesis) and reading (sequencing) need to be mitigated for it to be viable as a mainstream storage medium.
DNA data storage, sequencing data-carrying DNA
In this paper, we study accuracy trade-offs between deep model size and error correcting codes.
COAX: Correlation-Aware Indexing on Multidimensional Data with Soft Functional Dependencies
The initial work on learned indexes has shown that by learning the cumulative distribution function of the data, index structures such as the B-Tree can improve their performance by one order of magnitude while having a smaller memory footprint.
Hands-off Model Integration in Spatial Index Structures
Spatial indexes are crucial for the analysis of the increasing amounts of spatial data, for example generated through IoT applications.
Survey of Information Encoding Techniques for DNA
Whilst biological information is encoded in DNA via a specific mapping from triplet sequences of nucleotides to amino acids, DNA storage is not limited to a single encoding scheme, and there are many possible ways to map data to chemical sequences of nucleotides for synthesis, storage, retrieval and data manipulation.
