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Found 6 papers, 0 papers with code
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression
Nonasymptotic bound is provided for the estimation error of the target model, showing the robustness of the proposed method to covariate shifts.
AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression
We consider the transfer learning problem in the high dimensional setting, where the feature dimension is larger than the sample size.
Template-Free Single-View 3D Human Digitalization with Diffusion-Guided LRM
We present Human-LRM, a diffusion-guided feed-forward model that predicts the implicit field of a human from a single image.
Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis
The ability to synthesize long-term human motion sequences in real-world scenes can facilitate numerous applications.
Normalized Human Pose Features for Human Action Video Alignment
We present a novel approach for extracting human pose features from human action videos.
Model-free Feature Screening and FDR Control with Knockoff Features
It can be shown that the proposed two-step approach enjoys both sure screening and FDR control if the pre-specified FDR level $\alpha$ is greater or equal to $1/s$, where $s$ is the number of active features.
