Sanghyeon Kim — accepted AI-conference papers

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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2023

SMPConv: Self-Moving Point Representations for Continuous Convolution

Sanghyeon Kim, Eunbyung Park

CVPR 2023poster

Continuous convolution has recently gained prominence due to its ability to handle irregularly sampled data and model long-term dependency. Also, the promising experimental results of using large convolutional kernels have catalyzed the development of continuous convolution since they can construct…

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