Digital Library


Search: "[ keyword: contrastive learning ]" (3)
    Self-Supervised Waste Image Classification Model Considering Intra-Class Diversity
    Hyuksoon Choi, Jinhwan Yang, Nammee Moon, Jinah Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 343-351, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.343
    Keywords: Self-Supervised Learning, Waste Classification, Reconstruction Learning, contrastive learning, representation learning


    Label Differential Privacy Study for Privacy Protection in Multimodal Contrastive Learning Model
    Youngseo Kim, Minseo Yu, Younghan Lee, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 289-296, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.289  
    Keywords: Differential privacy, multimodal deep learning, contrastive learning, data privacy


    Contrastive Learning Based on Modality Reflection View for Accurate Multimedia Recommendation
    Sohee Ban, Taeri Kim, Sang-Wook Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 637-644, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.637
    Keywords: Multimedia Recommendation, contrastive learning, Multimodal Features