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Mitigating Mode Collapse using Multiple GANs Training System
Joo Yong Shim, Jean Seong Bjorn Choe, Jong-Kook Kim The Transactions of the Korea Information Processing Society,
Vol. 13, No. 10, pp. 497-504,
Oct.
2024
https://doi.org/10.3745/TKIPS.2024.13.10.497
Keywords: generative models, generative adversarial networks, mode collapse, Peer-evaluation, Multi-Model Training
Keywords: generative models, generative adversarial networks, mode collapse, Peer-evaluation, Multi-Model Training
A Deep Learning System for Emotional Cat Sound Classification and Generation
Joo Yong Shim, SungKi Lim, Jong-Kook Kim The Transactions of the Korea Information Processing Society,
Vol. 13, No. 10, pp. 492-496,
Oct.
2024
https://doi.org/10.3745/TKIPS.2024.13.10.492
Keywords: Audio Classification, Audio Generation, Animal Emotion Recognition, SampleRNN, Deep Learning System
Keywords: Audio Classification, Audio Generation, Animal Emotion Recognition, SampleRNN, Deep Learning System
A Survey on the Latest Research Trends in Retrieval-Augmented Generation
Eunbin Lee, Ho Bae The Transactions of the Korea Information Processing Society,
Vol. 13, No. 9, pp. 429-436,
Sep.
2024
https://doi.org/10.3745/TKIPS.2024.13.9.429
Keywords: LLM, Retrieval-Augmented Generation, Hallucination
Keywords: LLM, Retrieval-Augmented Generation, Hallucination
Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models
Sua Kim, Mi Ju Kwon, Hyon Hee Kim The Transactions of the Korea Information Processing Society,
Vol. 13, No. 5, pp. 209-216,
May.
2024
https://doi.org/10.3745/TKIPS.2024.13.5.209
Keywords: Generated AI, Prediction of Real Estate Price, News Sentiment Index, Multi-head Attention LSTM, Vetor Auto Regression
Keywords: Generated AI, Prediction of Real Estate Price, News Sentiment Index, Multi-head Attention LSTM, Vetor Auto Regression
Design of a Neuro-Fuzzy System Using Union-Based Rule Antecedent
Chang-Wook Han, Don-Kyu Lee The Transactions of the Korea Information Processing Society,
Vol. 13, No. 2, pp. 13-17,
Feb.
2024
https://doi.org/10.3745/TKIPS.2024.13.2.13
Keywords: Neuro-Fuzzy System, fuzzy rule, Genetic Algorithms
Keywords: Neuro-Fuzzy System, fuzzy rule, Genetic Algorithms
The Development of the Application Program Generator based on Meta-Data
Kim Chi-Su The KIPS Transactions:PartD,
Vol. 13, No. 1, pp. 97-102,
Feb.
2006
http://dx.doi.org/10.3745/KIPSTD.2006.13D.1.097
Keywords: Meta-data, Application Program, Generator, Design
Keywords: Meta-data, Application Program, Generator, Design