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Dive into the research topics where Bumsub Ham is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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FVR: Feature variance reduction for post-hoc network calibration
Noh, J., Park, H. & Ham, B., 2026 May, In: Pattern Recognition. 173, 112913.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Token-based dynamic bit-width assignment for ViT quantization
Kim, D., Moon, J., Lee, J., Lee, G., Jeon, J. & Ham, B., 2026 Mar, In: Pattern Recognition. 171, 112269.Research output: Contribution to journal › Article › peer-review
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3DPillars: Pillar-based two-stage 3D object detection
Noh, J., Lee, J., Park, H. & Ham, B., 2025 Sept 15, In: Expert Systems with Applications. 289, 128349.Research output: Contribution to journal › Article › peer-review
Open Access -
Cerberus: Attribute-based person re-identification using semantic IDs
Eom, C., Lee, G., Cho, K., Jung, H., Jin, M. & Ham, B., 2025 Jan 1, In: Expert Systems with Applications. 259, 125320.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions
Oh, Y., Lee, H. & Ham, B., 2025 Apr 11, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 18 ed. Association for the Advancement of Artificial Intelligence, p. 19740-19748 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 18).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access4 Link opens in a new tab Citations (Scopus)