2 papers
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…