Bingxin Ke

Bingxin Ke (柯炳鑫)

I'm a second-year PhD student in the Photogrammetry and Remote Sensing Lab of ETH Zürich, supervised by Prof. Konrad Schindler and Prof. Siyu Tang.
I obtained my Master's degree in Geomatics Engineering from ETH Zürich and Bachelor's degree from Wuhan University.

My research interests include computer vision (especially scene understanding and reconstruction), machine learning, and remote sensing. I love solving interesting problems!

I'm looking for industry (research) internship in summer 2025.
Please reach out if you have any openings that I might be a fit for.

Research

Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler

CVPR 2024 (Oral Presentation, Best Paper Award Candidate)

BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation

Xiang Zhang, Bingxin Ke, Hayko Riemenschneider, Nando Metzger, Anton Obukhov, Markus Gross, Konrad Schindler, Christopher Schroers

Spot the Difference: Learned DSM Updating

Bingxin Ke, Corinne Stucker, Konrad Schindler

Wissenschaftlich-Technische Jahrestagung der DGPF, 2023, (3rd Prize at the Karl-Kraus Award)

ImpliCity: City Modeling from Satellite thumbnail with Deep Implicit Occupancy Fields

Corinne Stucker, Bingxin Ke, Yuanwen Yue, Shengyu Huang, Iro Armeni, Konrad Schindler

ISPRS Congress, 2022, (Best Young Author Award)

News

2024-06/07 Invited to give talks on Marigold at Stanford and Technion.
2024-03 Our paper Marigold is accepted to CVPR 2024.
2023-12 This page is online.

Experience

Ph.D. candidate, ETH Zurich, Sep.2022 - present.
Research assistant, PRS, ETH Zurich, May. 2021 - Mar. 2022.
M.Sc in Geomatics, ETH Zurich, Sep. 2020 - Aug. 2022.
Summer School, Imperial College London, Jul. - Aug. 2019.
Research assistant, LIESMARS, Wuhan University, Oct. 2017 - Jun. 2019.
B.Eng in Geomatics Engineering, Wuhan University, Sep. 2016 - Jun. 2020.

Honors & Awards

Best Paper Award Candidate (Marigold), CVPR 2024.
3rd Prize at the Karl-Kraus Award. 2023.
Outstanding Graduate, School of Geodesy and Geomatics, Wuhan University, 2020.
“Chen Yongling” Scholarship, Wuhan University, 2018.
Merit Student of Wuhan University, Wuhan University, 2018.
“Guanghua” Scholarship, Wuhan University, 2017.
Merit Student of Wuhan University, Wuhan University, 2017.

Academic Service

Journal reviewer: TIP; TPAMI

Teaching

Teaching assistant, Project Work Geospatial Engineering, ETH Zurich, 2024 spring.
Teaching assistant, Geodetic Project Course, ETH Zurich, 2023 spring.
Teaching assistant, Image-based Mapping, ETH Zurich, 2022 fall.