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Hsuan-Ru Yang

2 accepted papers

2022

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

AAAI 2022technical

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. While augmentations via interpolating feature-label pairs are effective in classification tasks, they fall short in…

Cited by 9SourcePDFScholar
2021

HAA500: Human-Centric Atomic Action Dataset With Curated Videos

ICCV 2021poster

We contribute HAA500, a manually annotated human-centric atomic action dataset for action recognition on 500 classes with over 591K labeled frames. To minimize ambiguities in action classification, HAA500 consists of highly diversified classes of fine-grained atomic actions, where only consistent ac…

Cited by 60PDFScholar