Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction

no code implementations • 23 Dec 2021 • Ta-Ying Cheng, Hsuan-ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu

We present a pose adaptive few-shot learning procedure and a two-stage data interpolation regularization, termed Pose Adaptive Dual Mixup (PADMix), for single-image 3D reconstruction.

3D Reconstruction Few-Shot Learning +1

HAA500: Human-Centric Atomic Action Dataset with Curated Videos

no code implementations • ICCV 2021 • Jihoon Chung, Cheng-hsin Wuu, Hsuan-ru Yang, Yu-Wing Tai, Chi-Keung Tang

We contribute HAA500, a manually annotated human-centric atomic action dataset for action recognition on 500 classes with over 591K labeled frames.

Action Classification Action Recognition