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08/31/2023
Deadline Aware Two-Timescale Resource Allocation for VR Video Streaming
In this paper, we investigate resource allocation problem in the context...
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12/29/2022
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning
The dynamic expansion architecture is becoming popular in class incremen...
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01/26/2020
Temporal Information Processing on Noisy Quantum Computers
The combination of machine learning and quantum computing has emerged as...
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02/22/2019
An SDN-Based Transmission Protocol with In-Path Packet Caching and Retransmission
In this paper, a comprehensive software-defined networking (SDN) based t...
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01/07/2019
Learning Nonlinear Input-Output Maps with Dissipative Quantum Systems
In this paper, we develop a theory of learning nonlinear input-output ma...
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05/24/2018