Spectral Isolation
Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models
Jun-Hyun Bae, Wonyong Jo, Jaehyup Lee, Heechul Jung
AAAI Conference on Artificial Intelligence (AAAI), Feb 2026
PROJECT PAPER CODE VIDEO
ABD Framework
Adaptive Bias Discovery for Learning Debiased Classifier
Jun-Hyun Bae, Minho Lee, Heechul Jung
Asian Conference on Computer Vision (ACCV), Dec 2024
PROJECT PAPER
Modular IRM
Invariant Risk Minimization in Medical Imaging with Modular Data Representation
Jun-Hyun Bae, Chanwoo Kim, Tae-Young Chang
International Conference on Electronics, Information, and Communication (ICEIC), Jan 2024
PROJECT PAPER
Stochastic Unlearning
Stochastic Unlearning with Knowledge Preserving Loss
Jaesin Ahn, Chaehyeon Lee, Jun-Hyun Bae, Junho Yim, Heechul Jung
NeurIPS 2023 Machine Unlearning Challenge — 8th / 1,188 teams
PROJECT WRITEUP
Modular TPR
Learning Associative Reasoning Towards Systematicity Using Modular Networks
Jun-Hyun Bae*, Taewon Park*, Minho Lee
International Conference on Neural Information Processing (ICONIP), Nov 2022
PROJECT PAPER
Meta-IRM
Meta-Learned Invariant Risk Minimization
Jun-Hyun Bae, Inchul Choi, Minho Lee
arXiv Preprint, 2021
PROJECT PAPER