Network Intelligence Research Center (NIRC)
Jan 4, 2026 · Artificial Intelligence
How UniCodebook’s Unified 2D‑3D Discrete Priors Boost Noise‑Robust, Calibration‑Free 3D Human Pose Estimation
UniCodebook introduces a unified 2D‑3D discrete prior that combines continuous and discrete representations, enabling calibration‑free multiview 3D human pose estimation with superior noise robustness and higher accuracy, as demonstrated by state‑of‑the‑art results on Human3.6M and MPI‑INF‑3DHP.
3D pose estimationNeurIPS 2025Transformer
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