3 papers
quant-ph2024
Diffusion-based Quantum Error Mitigation using Stochastic Differential Equation
Joo Yong Shim, Joongheon Kim
Unlike closed systems, where the total energy and information are conserved within the system, open systems interact with the external environment which often leads to complex beha…
cs.LG2024
The Bid Picture: Auction-Inspired Multi-player Generative Adversarial Networks Training
Joo Yong Shim, Jean Seong Bjorn Choe, Jong-Kook Kim
This article proposes auction-inspired multi-player generative adversarial networks training, which mitigates the mode collapse problem of GANs. Mode collapse occurs when an over-f…
cs.SD2022
Cross-Modal Contrastive Representation Learning for Audio-to-Image Generation
HaeChun Chung, JooYong Shim, Jong-Kook Kim
Multiple modalities for certain information provide a variety of perspectives on that information, which can improve the understanding of the information. Thus, it may be crucial t…