CFASL: Composite Factor-Aligned Symmetry Learning for Disentanglement in Variational AutoEncoder
Hee-Jun Jung, Jaehyoung Jeong, Kangil Kim., Transactions on Machine Learning Research (TMLR), 2024.
Publications
You can also find my articles on my Google Scholar profile.
Journal
Feature structure distillation with Centered Kernel Alignment in BERT transferring
Hee-Jun Jung, Doyeon Kim, Seung-Hoon Na, Kangil Kim., Expert Systems with Applications, 2023.
pre-print / under review
Consistent Symmetry Representation over Latent Factors of Variation
Hee-Jun Jung, Hoyong Kim, Ilmin Kang, Kangil Kim., International Conference on Learning Representations (ICLR under review), 2025.
Multiple Invertible and Partial-Equivariant Function for Latent Vector Transformation to Enhance Disentanglement in VAEs
Hee-Jun Jung, Jaehyoung Jeong, Kangil Kim., IEEE Transactions on Pattern Analysis and Machine Intelligence (under review), 2023.