Short Bio

I am a third-year PhD student at Purdue University, studying for a computer science degree under the supervision of Prof. Raymond A. Yeh.

My research interests include improving pre-trained models with minimal test-time effort and meta-learning. I have also worked on image outpainting (synthesis) and representation learning for image retrieval.

I received my Bachelor's and Master's degrees from National Taiwan University, where I was advised by Prof. Yung-Yu Chuang. Afterward, I worked as a Research Assistant for two years in VLLab under the guidance of Prof. Yu-Chiang Frank Wang.

Chiao-An Yang
Email: yang2300@purdue.edu

           

Affiliations


2022-Present
2013-2019, 2020-2022



Publications

Dynamic Multi-Object 3D Grounding with Language Informed Spatial Attention

Haomeng Zheng, Chiao-An Yang, Raymond A. Yeh
NeuIPS 2024


Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time

Chiao-An Yang, Ziwei Liu, Raymond A. Yeh
ECCV 2024
Code Video


Learning to Obstruct Few-Shot Image Classification over Restricted Classes

Amber Yijia Zheng*, Chiao-An Yang*, Raymond A. Yeh
ECCV 2024
Code Video


Consistent and Multi-scale Scene Graph Transformer for Semantic-Guided Image Outpainting

Chiao-An Yang, Meng-Lin Wu, Raymond A. Yeh, Yu-Chiang Frank Wang
ICIP 2023
Paper


Scene Graph Expansion for Semantics-Guided Image Outpainting

Chiao-An Yang, Cheng-Yo Tan, Wan-Cyuan Fan, Cheng-Fu Yang, Meng-Lin Wu, Yu-Chiang Frank Wang
CVPR 2022
Paper Slide Poster


Robust Image Outpainting With Learnable Image Margins

Cheng-Yo Tan*, Chiao-An Yang*, Shang-Fu Chen, Meng-Lin Wu, Yu-Chiang Frank Wang
ICIP 2021
Paper Video Poster


Soft Ranking Threshold Losses For Image Retrieval

Chiao-An Yang, Zhixiang Wang, Yen-Yu Lin, Yung-Yu Chuang
ICIP 2021
Paper Video Poster




Teaching

Purdue University

  • Teaching Assistant - CS59300CVD Computer Vision With Deep Learning (Fall 2024)
  • Teaching Assistant - CS47100 Introduction to Artificial Intelligence (Spring 2024)
  • Teaching Assistant - CS47100 Introduction to Artificial Intelligence (Fall 2023)



Awards and Honors