3 papers
cs.CV2026
MoCHA: Denoising Caption Supervision for Motion-Text Retrieval
Nikolai Warner, Cameron Ethan Taylor, Irfan Essa +1
Text-motion retrieval systems learn shared embedding spaces from motion-caption pairs via contrastive objectives. However, each caption is not a deterministic label but a sample fr…
cs.CV2026
AugLift: Depth-Aware Input Reparameterization Improves Domain Generalization in 2D-to-3D Pose Lifting
Nikolai Warner, Wenjin Zhang, Hamid Badiozamani +2
Lifting-based 3D human pose estimation infers 3D joints from 2D keypoints but generalizes poorly because coordinates alone are an ill-posed, sparse representation that disc…
cs.LG2025
A Set-Sequence Model for Time Series
Elliot L. Epstein, Apaar Sadhwani, Kay Giesecke
Many prediction problems across science and engineering, especially in finance and economics, involve large cross-sections of individual time series, where each unit (e.g., a loan,…