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), Jan 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, Taeyoung 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 โ€” 8th / 1,121 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