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06/26/2021
Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via Text
Video represents the majority of internet traffic today leading to a con...
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02/03/2021
On Coding for an Abstracted Nanopore Channel for DNA Storage
In the emerging field of DNA storage, data is encoded as DNA sequences a...
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11/08/2019
DZip: improved general-purpose lossless compression based on novel neural network modeling
We consider lossless compression based on statistical data modeling foll...
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11/01/2019
LFZip: Lossy compression of multivariate floating-point time series data via improved prediction
Time series data compression is emerging as an important problem with th...
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06/19/2019
Tutorial on algebraic deletion correction codes
The deletion channel is known to be a notoriously diffcult channel to de...
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11/20/2018
DeepZip: Lossless Data Compression using Recurrent Neural Networks
Sequential data is being generated at an unprecedented pace in various f...
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10/25/2018
Humans are still the best lossy image compressors
Lossy image compression has been studied extensively in the context of t...
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10/25/2018