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04/29/2021
ELF-VC: Efficient Learned Flexible-Rate Video Coding
While learned video codecs have demonstrated great promise, they have ye...
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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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04/05/2019
Optimal Communication Rates for Zero-Error Distributed Simulation under Blackboard Communication Protocols
We study the distributed simulation problem where n users aim to generat...
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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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11/19/2018
NECST: Neural Joint Source-Channel Coding
For reliable transmission across a noisy communication channel, classica...
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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
Towards improved lossy image compression: Human image reconstruction with public-domain images
Lossy image compression has been studied extensively in the context of t...
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09/13/2018
IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles
We present a sequence-to-action parsing approach for the natural languag...
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07/09/2018