Representation Learning

From bias to balance: Leverage representation learning for bias-free MoCap solving
From bias to balance: Leverage representation learning for bias-free MoCap solving

Leverage representation learning to effectively address bias in human datasets. Automatically weight rare poses using Mahalanobis distance. Sample the latent space for generating tail samples.

Feb 1, 2025

BundleMoCap++: Efficient, robust and smooth motion capture from sparse multiview videos
BundleMoCap++: Efficient, robust and smooth motion capture from sparse multiview videos

Robust Manifold-based Bundle MoCap Solving.

Oct 1, 2024

BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos
BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos

Robust Manifold-based Bundle MoCap Solving.

Nov 30, 2023

Noise-in, Bias-out: Balanced and Real-time MoCap Solving
Noise-in, Bias-out: Balanced and Real-time MoCap Solving

Balanced and noise robust MoCap solving.

Oct 3, 2023