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20132023
most citedTapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning

78 citations · 84 across the 12 of their papers we have counts for

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Showing 2018Show all

6 papers · 1 filter

cs.IT2018

Bi-Directional Cooperative NOMA without Full CSIT

Minseok Choi, Dong-Jun Han, Jaekyun Moon

In this paper, we propose bi-directional cooperative non-orthogonal multiple access (NOMA). Compared to conventional NOMA, the main contributions of bi-directional cooperative NOMA…

eess.SP2018

Dynamic Power Allocation and User Scheduling for Power-Efficient and Low-Latency Communications

Minseok Choi, Joongheon Kim, Jaekyun Moon

In this paper, we propose a joint dynamic power control and user pairing algorithm for power-efficient and low-latency hybrid multiple access systems. In a hybrid multiple access s…

cs.NI2018

Wireless Video Caching and Dynamic Streaming under Differentiated Quality Requirements

Minseok Choi, Joongheon Kim, Jaekyun Moon

This paper considers one-hop device-to-device (D2D)-assisted wireless caching networks that cache video files of varying quality levels, with the assumption that the base station c…

cs.LG2018

Meta-Learner with Linear Nulling

Sung Whan Yoon, Jun Seo, Jaekyun Moon

We propose a meta-learning algorithm utilizing a linear transformer that carries out null-space projection of neural network outputs. The main idea is to construct an alternative c…

cs.DC2018

Hierarchical Coding for Distributed Computing

Hyegyeong Park, Kangwook Lee, Jy-yong Sohn +2

Coding for distributed computing supports low-latency computation by relieving the burden of straggling workers. While most existing works assume a simple master-worker model, we c…

cs.IT2018

A Class of MSR Codes for Clustered Distributed Storage

Jy-yong Sohn, Beongjun Choi, Jaekyun Moon

Clustered distributed storage models real data centers where intra- and cross-cluster repair bandwidths are different. In this paper, exact-repair minimum-storage-regenerating (MSR…