Hansol Lee — accepted AI-conference papers

2026

Noise Tectonics: Measuring the Stability of AI Benchmark Ecosystems

Michael Hardy, Sang Truong, Anka Reuel, Lijin Zhang, Jodi Casabianca, Yash Dave +3

ICML 2026poster

AI benchmark ecosystems compress rich evaluation data into aggregate leaderboard scores, but these scores contain substantial measurement noise whose sources and magnitudes remain unquantified. Without systematic methods to measure this noise and separate signal from artifact, it is unclear when ben…

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2024

ContactField: Implicit Field Representation for Multi-Person Interaction Geometry

Hansol Lee, Tackgeun You, Hansoo Park, Woohyeon Shim, Sanghyeon Kim, Hwasup Lim

NeurIPS 2024poster

We introduce a novel implicit field representation tailored for multi-person interaction geometry in 3D spaces, capable of simultaneously reconstructing occupancy, instance identification (ID) tags, and contact fields. Volumetric representation of interacting human bodies presents significant chall…

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