Yu-Ying Chou

2 accepted papers

2023

Attention Discriminant Sampling for Point Clouds

Cheng-Yao Hong, Yu-Ying Chou, Tyng-Luh Liu

ICCV 2023poster

This paper describes an attention-driven approach to 3-D point cloud sampling. We establish our method based on a structure-aware attention discriminant analysis that explores geometric and semantic relations embodied among points and their clusters. The proposed attention discriminant sampling (ADS…

Cited by 15 PDF ↗Scholar ↗

2021

Adaptive and Generative Zero-Shot Learning

Yu-Ying Chou, Hsuan-Tien Lin, Tyng-Luh Liu

ICLR 2021poster

We address the problem of generalized zero-shot learning (GZSL) where the task is to predict the class label of a target image whether its label belongs to the seen or unseen category. Similar to ZSL, the learning setting assumes that all class-level semantic features are given, while only the image…

Cited by 81 Source ↗PDF ↗code ↗Scholar ↗