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ORCIDHee Bin Yoo
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2020 – today
- 2026
[j3]Jinhee Park, Hee Bin Yoo, Byoung-Tak Zhang, Junseok Kwon:
Confidence Controls Deep Metric Learning. Mach. Learn. 115(4): 77 (2026)- [c5]Jinhee Park, Hee Bin Yoo, Minjun Kim, Byoung-Tak Zhang, Junseok Kwon:
Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning. AAAI 2026: 8287-8295 - [c4]Hee Bin Yoo, Dong-Sig Han, Jaein Kim, Byoung-Tak Zhang:
PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples. AAAI 2026: 12072-12080 - [i4]Jaein Kim, Hee Bin Yoo, Dong-Sig Han, Byoung-Tak Zhang:
Voronoi-based Second-order Descriptor with Whitened Metric in LiDAR Place Recognition. CoRR abs/2603.14974 (2026) - [i3]Jaein Kim, Hee Bin Yoo, Dong-Sig Han, Byoung-Tak Zhang:
Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis. CoRR abs/2603.17538 (2026) - 2025
- [j2]Jinhee Park
, Hee Bin Yoo, Byoung-Tak Zhang, Junseok Kwon:
Rethinking Metric Learning: Enhancing Generalization to Unseen Classes. IEEE Access 13: 201156-201165 (2025) - [j1]Dong-Sig Han, Jaein Kim, Hee Bin Yoo, Byoung-Tak Zhang:
Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge. Trans. Mach. Learn. Res. 2025 (2025) - [c3]Hee Bin Yoo, Sungyoon Lee, Cheongjae Jang, Dong-Sig Han, Jaein Kim, Seunghyeon Lim, Byoung-Tak Zhang:
How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model. NeurIPS 2025 - [i2]Dong-Sig Han, Jaein Kim, Hee Bin Yoo, Byoung-Tak Zhang:
Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge. CoRR abs/2504.02618 (2025) - 2024
- [c2]Junseok Park, Yoonsung Kim, Hee Bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang:
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. AAAI 2024: 592-600 - [c1]Jaein Kim, Hee Bin Yoo, Dong-Sig Han, Yeon-Ji Song, Byoung-Tak Zhang:
Continuous SO(3) Equivariant Convolution for 3D Point Cloud Analysis. ECCV (52) 2024: 59-75 - [i1]Junseok Park, Yoonsung Kim, Hee Bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang:
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. CoRR abs/2403.06880 (2024)
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