Yuli Wu
Currently
Jul 2021 - now
Institute of Imaging & Computer Vision (LfB) of RWTH Aachen
I am a PhD Student and expect to graduate in 2025.
My work focuses on Computer Vision & Biomedical Image Processing with Deep Learning.
I am member of DFG program InnoRetVision , dealing with Image Processing in Retinal Neuroprosthetics.
Education
Oct 2018 - Mar 2021
RWTH Aachen University
M.Sc. in Electrical Engineering, Information Technology and Computer Engineering
with Specialization of Computer Engineering
Oct 2015 - Sep 2018
RWTH Aachen University
B.Sc. in Electrical Engineering, Information Technology and Computer Engineering
with Specialization of Computer Engineering
Work Experiences
Sep 2020 - Mar 2021
SAP
Intern at SAP Innovation Center Network
Jul 2019 - Apr 2020
Institute of Imaging & Computer Vision (LfB) of RWTH Aachen
Student Assistant, Research Assistant, Annotation, Software Development
Teaching Assistant of Project MATLAB meets LEGO Mindstorms
Oct 2017 - Mar 2019
Nuance Communications (acquired by Microsoft)
Working Student, Translation and Test for in-car Voice-Control-System
Apr 2017 - Jul 2018
Institute of High Voltage Engineering (IFHT) of RWTH Aachen
Teaching Assistant of Practice Electrical Laboratory for 2 Semesters, and
Teaching Assistant of Practice Metrological Laboratory for 1 Semester
Projects & Theses
Oct 2019 - Jun 2020
Master Thesis, Institute of Imaging & Computer Vision (LfB) of RWTH Aachen
âInstance Segmentation of Dense Objects via Deep Pixel Embeddingâ
Supervisor: Long Chen
Links: Thesis ~20MB ââ Slides ~100MB
Jun 2020
Ranked #1 in Leaf Segmentation Challenge Leaderboard (ECCV2020 Workshop)
By submission due. Results are w.r.t. BestDice with Username LfB.
Link: Codalab
Apr 2018 - Oct 2018
Bachelor Thesis, Institute of Imaging & Computer Vision (LfB) of RWTH Aachen
âContour Refinement of Leukocyte Segmentations in Scans of Stained Bone Marrowâ
Supervisor: Philipp Gräbel
Links: Thesis ~20MB ââ Slides ~100MB
Publications (excerpt)
Full list: Google Scholar
2024
Optimizing Retinal Prosthetic Stimuli with Conditional Invertible Neural Networks
Yuli Wu, Julian Wittmann, Peter Walter, Johannes Stegmaier
arXiv preprint  [Paper]
2024
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
Yuli Wu, Weidong He, Dennis Eschweiler et al.
IEEE International Symposium on Biomedical Imaging  Oral  [Paper]
2024
SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training
Chendi Zhu, Lujun Li, Yuli Wu, Zhengxing Sun
AAAI Conference on Artificial Intelligence  [Paper]
2022
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Long Chen, Yuli Wu, Dorit Merhof
British Machine Vision Conference  Spotlight [Paper]
2021
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Yuli Wu, Yucheng Hu, Suting Miao
Document Analysis and Recognition â ICDAR Workshops  [Internal Talk]  [Paper]
2020
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation
Yuli Wu, Long Chen, Dorit Merhof
ECCV Workshop on Computer Vision Problems in Plant Phenotyping  [Best Paper Honorable Mention]  [Paper]
Language
ä¸ć Chinese Native
English English Fluent
Deutsch German Fluent, DSH-III (sehr gut)
Français French Amateur
Driving License
Apr 2016
German Driving License
Sep 2016
Chinese Driving License
Hobbies
Piano pieces on BiliBili (a chinese video platform); keyboard of the rock band the wittekind ; logogram design.
I shoot with analog films and own a second-hand Leica M6 made in 1985.