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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.

Paper | Code

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.

Paper | Code | BibTeX

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.

Paper | Code | BibTeX | Video

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.

Paper

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

Teaching Assistant - Natural Language Processing (2022)

Graduate Course, GIST, AIGS, 2022