About Me

I am an individual computer vision researcher in Taiwan. I am looking for a researcher job or academic position.

Papers

Learning Facial Representations from the Cycle-consistency of Face

Jia-Ren Chang*, Yong-Sheng Chen, Wei-Chen Chiu

2021 International Conference on Computer Vision (ICCV)

[code repository]

Stain Mix-up: Unsupervised Domain Generalization for Histopathology Images

Jia-Ren Chang*, Min-Sheng Wu, Wei-Hsiang Yu, Chi-Chung Chen, Cheng-Kung Yang, Yen-Yu Lin, Chao-Yuan Yeh

24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)

[code repository]

Hybrid Aggregation Network for Survival Analysis from Whole Slide Histopathological Images

Jia-Ren Chang*, Ching-Yi Lee, Chi-Chung Chen, Joachim Reischl, Talha Qaiser, Chao-Yuan Yeh

24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)

Decoding neural representations of rhythmic sounds from magnetoencephalography

Pei-Chun Chang, Jia-Ren Chang*, Po-Yu Chen, Li-Kai Cheng, Jen-Chuen Hsieh, Hsin-Yen Yu, Li-Fen Chen, Yong-Sheng Chen

2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Exploiting Spatial Relation for Reducing Distortion in Style Transfer

Jia-Ren Chang*, Yong-Sheng Chen

Workshop on Applications of Computer Vision (WACV) 2021

Attention-Aware Feature Aggregation for Real-time Stereo Matching on Edge Devices

Jia-Ren Chang*, Pei-Chun Chang, Yong-Sheng Chen

Asian Conference on Computer Vision (ACCV) 2020

[code repository]

Deep Neural Network with Attention Mechanism for Classification of Motor Imagery EEG

Yen-Cheng Huang, Jia-Ren Chang*, Li-Fen Chen, Yong-Sheng Chen

2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)

[code repository]

Pyramid Stereo Matching Network

Jia-Ren Chang*, Yong-Sheng Chen

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

[code repository]

Multivariate Pattern Analysis of fMRI Data using Deep Neural Network

Yi-Cheng Wang, Jia-Ren Chang*, Chia-Lin Chen, Ching-Ju Yang, Wei-Chi Li, Jen-Chuen Hsieh, Li-Fen Chen, Yong-Sheng Chen

27th Annual Meeting International Society for Magnetic Resonance in Medicine (ISMRM), Paris, France, 2018

Deep Competitive Pathway Networks

Jia-Ren Chang*, Yong-Sheng Chen

Asian Conference on Machine Learning (ACML) 2017

[code repository]

Neuroscience-inspired recurrent network for object recognition

Jia-Ren Chang*, Po-Chih Kuo, Yong-Sheng Chen

International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) 2017

Batch-normalized maxout network in network

Jia-Ren Chang*, Yong-Sheng Chen

ICML visualization workshop 2016

[code repository]

Inefficiency of post-error adjustment in impulsive violent offenders

Chiao-Yun Chen, Neil G Muggleton, Jia-Ren Chang*

NeuroReport, 5(13), 1024-1029, 2014

Progressing Project

Computer Vision

Real-time stereo matching

Efficient network architecture

Award

IPPR (中華民國影像處理與圖形識別協會) 2019 博士論文優等獎

Experience

Senior Engineer

MediaTek

2021.9-current

Data Scientist

aetherAI

2019.9-2021.9

Post Doc

National Chiao Tung University

2019.1-2019.9

Department of Computer Science

PhD

National Chiao Tung University

2012-2019.1

Department of Computer Science

Mandatory Military service

269 Regiment

2010-2011

Armored military vehicles driver

Graduate

National Yang-Ming University

2008-2010

Institute of Neuroscience

Undergraduate

Chung Shan Medical University

2004-2008

Department of Psychology