5 citations · 9 across the 7 of their papers we have counts for
7 papers
H2-Cache: A Novel Hierarchical Dual-Stage Cache for High-Performance Acceleration of Generative Diffusion Models
Mingyu Sung, Il-Min Kim, Sangseok Yun +1
Diffusion models have emerged as state-of-the-art in image generation, but their practical deployment is hindered by the significant computational cost of their iterative denoising…
GLYPH-SR: Can We Achieve Both High-Quality Image Super-Resolution and High-Fidelity Text Recovery via VLM-guided Latent Diffusion Model?
Mingyu Sung, Seungjae Ham, Kangwoo Kim +4
Image super-resolution(SR) is fundamental to many vision system-from surveillance and autonomy to document analysis and retail analytics-because recovering high-frequency details,…
SoccerNet 2024 Challenges Results
Anthony Cioppa, Silvio Giancola, Vladimir Somers +81
The SoccerNet 2024 challenges represent the fourth annual video understanding challenges organized by the SoccerNet team. These challenges aim to advance research across multiple t…
Deep Learning Based Joint Pilot Design and Channel Estimation for Multiuser MIMO Channels
Chang-Jae Chun, Jae-Mo Kang, Il-Min Kim
In this paper, we propose a joint pilot design and channel estimation scheme based on the deep learning (DL) technique for multiuser multiple-input multiple output (MIMO) channels.…
Channel Tracking for Wireless Energy Transfer: A Deep Recurrent Neural Network Approach
Jae-Mo Kang, Chang-Jae Chun, Il-Min Kim +1
In this paper, we study channel tracking for the wireless energy transfer (WET) system, which is practically a very important, but challenging problem. Regarding the time-varying c…
Joint Tx Power Allocation and Rx Power Splitting for SWIPT System with Multiple Nonlinear Energy Harvesting Circuits
Jae-Mo Kang, Il-Min Kim, Dong In Kim
We study the joint transmit (Tx) power allocation and receive (Rx) power splitting for simultaneous wireless information and power transfer (SWIPT). Considering the practical scena…
Dynamic Power Splitting for SWIPT with Nonlinear Energy Harvesting in Ergodic Fading Channel
Jae-Mo Kang, Chang-Jae Chun, Il-Min Kim +1
We study the dynamic power splitting for simultaneous wireless information and power transfer (SWIPT) in the ergodic fading channel. Considering the nonlinearity of practical energ…