Xiaoran Chen

Researcher, Swiss Data Science Center

Joined

April 2018

Names

Xiaoran Chen

Emails

****@vision.ee.ethz.ch (Confirmed)

****@epfl.ch (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Swiss Data Science Center (datascience.ch)

2022 – Present

PhD student

ETHZ - ETH Zurich (ethz.ch)

2017 – 2021

MS student

ETHZ - ETH Zurich (ethz.ch)

2013 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Ender Konukoglu

2017 – 2021

Coauthor

Kerem Can Tezcan

2017 – 2021

Coauthor

Nick Pawlowski

2017 – 2021

Coauthor

Shadi Albarqouni

2017 – 2021

Coauthor

Yuhua Chen

2017 – 2021

Coauthor

Suhang You

2017 – 2017

Coauthor

Valeria De Luca

2016 – 2016

Expertise

anomaly detection

2017 – Present

computer vision

2017 – Present

medical imaging analysis

2017 – Present

Publications

The OOD Blind Spot of Unsupervised Anomaly Detection
Matthäus Heer, Janis Postels, Xiaoran Chen, Ender Konukoglu, Shadi Albarqouni
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
Normative ascent with local gaussians for unsupervised lesion detection
Xiaoran Chen, Nick Pawlowski, Ben Glocker, Ender Konukoglu
- Published: 01 Jan 2021, Last Modified: 05 Oct 2023
- Medical Image Anal. 2021
- Readers: Everyone
Unsupervised lesion detection via image restoration with a normative prior
Xiaoran Chen, Suhang You, Kerem Can Tezcan, Ender Konukoglu
- Medical Image Anal. 2020
- Readers: Everyone
Unsupervised Lesion Detection via Image Restoration with a Normative Prior
Xiaoran Chen, Suhang You, Kerem Can Tezcan, Ender Konukoglu
- CoRR 2020
- Readers: Everyone
Towards Good Practice for CNN-Based Monocular Depth Estimation
Zhicheng Fang, Xiaoran Chen, Yuhua Chen, Luc Van Gool
- 2020 (modified: 18 Nov 2022)
- WACV 2020
- Readers: Everyone
Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE
Anna Volokitin, Ertunc Erdil, Neerav Karani, Kerem Can Tezcan, Xiaoran Chen, Luc Van Gool, Ender Konukoglu
- 2020 (modified: 17 Apr 2023)
- CoRR 2020
- Readers: Everyone
Modelling the Distribution of 3D Brain MRI Using a 2D Slice VAE
Anna Volokitin, Ertunc Erdil, Neerav Karani, Kerem Can Tezcan, Xiaoran Chen, Luc Van Gool, Ender Konukoglu
- 2020 (modified: 17 Apr 2023)
- MICCAI (7) 2020
- Readers: Everyone
Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Yuhua Chen, Wen Li, Xiaoran Chen, Luc Van Gool
- 2019 (modified: 18 Nov 2022)
- CVPR 2019
- Readers: Everyone
Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders
Xiaoran Chen, Ender Konukoglu
- CoRR 2018
- Readers: Everyone
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging
Xiaoran Chen, Nick Pawlowski, Martin Rajchl, Ben Glocker, Ender Konukoglu
- 2018 (modified: 08 May 2025)
- CoRR 2018
- Readers: Everyone

View all 12 publications

Xiaoran Chen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors