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Seongmoon Jeong (정성문)

Seongmoon Jeong (정성문)

Combined MS-PhD student

Sungkyunkwan University (SKKU, 성균관대학교)

Artificial Intelligence

I am a M.S/Ph.D candidate in the Department of Artificial Intelligence at Sungyunkwan University.

My research focuses on efficient task-driven image/video compression techniques powered by deep learning.

Interests
  • Neural data compression
  • Unsupervised learning
  • Generative model
Education
  • B.S. in EEE, 2020

    Sungkyunkwan University

Latest

  • [C74] Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability
  • [C57] Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression
  • [J28] KERNTROL: Kernel Shape Control Toward Ultimate Memory Utilization for In-Memory Convolutional Weight Mapping
  • [C47] Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays
  • [C42] Rate-Controllable and Target-Dependent JPEG-Based Image Compression Using Feature Modulation
  • [J23] An Overhead-Free Region-Based JPEG Framework for Task-Driven Image Compression

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