Weiqi Sun

Works (2)

Updated: July 5th, 2023 15:30

2022 journal article

Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 44(9), 5070–5087.

By: W. Sun n & T. Wu n 

author keywords: Layout; Image synthesis; Generators; Snow; Task analysis; Training; Fasteners; Image synthesis; layout-to-image; layout-to-mask-to-image; deep generative learning; GAN; ISLA-norm
MeSH headings : Algorithms; Deep Learning; Image Processing, Computer-Assisted / methods
topics (OpenAlex): Generative Adversarial Networks and Image Synthesis; Computer Graphics and Visualization Techniques; Advanced Image and Video Retrieval Techniques
TL;DR: An intuitive paradigm for the task, layout-to-mask- to-image, which learns to unfold object masks in a weakly-supervised way based on an input layout and object style codes is proposed and a method built on Generative Adversarial Networks (GANs) is presented. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries
Added: August 22, 2022

2019 journal article

Mobility-Aware Transmit Beamforming for Ultra-Dense Networks With Sparse Feedback

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 68(2), 1968–1972.

By: Y. Teng *, W. Sun*, A. Liu  n, R. Yang * & V. Lau *

author keywords: Sparse feedback; interference coordination; ultra-dense networks (UDNs); channel state information(CSI); stochastic geometry
topics (OpenAlex): Advanced MIMO Systems Optimization; Cooperative Communication and Network Coding; Millimeter-Wave Propagation and Modeling
TL;DR: Numerical results reveal that MSFS succeeds in providing the effective CSI for downlink precoding while keeping a lower feedback load, and the optimal feedback probability and measurement range are provided for diverse mobility cases and different network densities. (via Semantic Scholar)
Source: Web Of Science
Added: March 4, 2019

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