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Jiun-Long Huang

3 accepted papers

2026

TRIDENT: Cross-Domain Trajectory Spatio-Temporal Representation via Distance-Preserving Triplet Learning

ICLR 2026poster

We present the TRIplet-based Distance-preserving Embedding Network for Trajectories (TRIDENT), a spatio-temporal representation framework for compressing and retrieving trajectories across scales, from badminton courts to large-scale urban environments. Existing methods often assume smooth, continuo…

Cited by 0SourceScholar
2025

GCC: Generative Color Constancy via Diffusing a Color Checker

CVPR 2025poster

Color constancy methods often struggle to generalize across different camera sensors due to varying spectral sensitivities. We present GCC, which leverages diffusion models to inpaint color checkers into images for illumination estimation. Our key innovations include (1) a single-step deterministic…

Cited by 0SourcePDFScholar
2025

SpectroMotion: Dynamic 3D Reconstruction of Specular Scenes

CVPR 2025poster

We present SpectroMotion, a novel approach that combines 3D Gaussian Splatting (3DGS) with physically-based rendering (PBR) and deformation fields to reconstruct dynamic specular scenes. Previous methods extending 3DGS to model dynamic scenes have struggled to represent specular surfaces accurately.…