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05/26/2023
High-Fidelity Image Compression with Score-based Generative Models
Despite the tremendous success of diffusion generative models in text-to...
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10/02/2020
Efficient Estimation of Graph Trussness
A k-truss is an edge-induced subgraph H such that each of its edges belo...
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09/02/2020
Zuckerli: A New Compressed Representation for Graphs
Zuckerli is a scalable compression system meant for large real-world gra...
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08/10/2020
Intelligent Matrix Exponentiation
We present a novel machine learning architecture that uses the exponenti...
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12/31/2019
Proximity Search For Maximal Subgraph Enumeration
This paper considers the subgraphs of an input graph that satisfy a give...
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08/12/2019
Committee Draft of JPEG XL Image Coding System
JPEG XL is a practical approach focused on scalable web distribution and...
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07/30/2019
Temporal coding in spiking neural networks with alpha synaptic function
The timing of individual neuronal spikes is essential for biological bra...
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05/08/2018
Round-Hashing for Data Storage: Distributed Servers and External-Memory Tables
This paper proposes round-hashing, which is suitable for data storage on...
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03/09/2018