Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation. - Yuli Wu 001; Long Chen 014; Dorit Merhof (ECCV Workshops (6), 2020)

Semi-supervised Instance Segmentation with a Learned Shape Prior. - Long Chen 014; Weiwen Zhang; Yuli Wu 001; Martin Strauch; Dorit Merhof (iMIMIC/MIL3ID/LABELS@MICCAI, 2020)

Object Detection Based Handwriting Localization. - Yuli Wu 001; Yucheng Hu; Suting Miao (ICDAR Workshops (2), 2021)

Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography. - Yuli Wu 001; Peter Walter; Dorit Merhof (Bildverarbeitung für die Medizin, 2022)

Instance Segmentation of Dense and Overlapping Objects via Layering. - Long Chen 014; Yuli Wu 001; Dorit Merhof (BMVC, 2022)

Contextual Attention Network: Transformer Meets U-Net. - Reza Azad; Moein Heidari; Yuli Wu 001; Dorit Merhof (MLMI@MICCAI, 2022)

A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation. - Yuli Wu 001; Ivan Karetic; Johannes Stegmaier; Peter Walter; Dorit Merhof (EMBC, 2023)

SortedAP: Rethinking evaluation metrics for instance segmentation. - Long Chen 014; Yuli Wu 001; Johannes Stegmaier; Dorit Merhof (ICCV (Workshops), 2023)

Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook. - Reza Azad; Moein Heidari; Kadir Yilmaz; Michael Hüttemann; Sanaz Karimijafarbigloo; Yuli Wu 001; Anke Schmeink; Dorit Merhof (CoRR, 2023)

SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training. - Chendi Zhu; Lujun Li 001; Yuli Wu 001; Zhengxing Sun (AAAI, 2024)

Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation. - Yuli Wu 001; Weidong He; Dennis Eschweiler; Ningxin Dou; Zixin Fan; Shengli Mi; Peter Walter; Johannes Stegmaier (ISBI, 2024)

Optimizing Retinal Prosthetic Stimuli with Conditional Invertible Neural Networks. - Yuli Wu 001; Julian Wittmann; Peter Walter; Johannes Stegmaier (CoRR, 2024)

Evaluation of OCT Image Synthesis for Choroidal and Retinal Layer Segmentation Using Denoising Diffusion Probabilistic Models. - Yudai Yamauchi; Yuli Wu 001; Eiji Okada (BIOSTEC (1), 2025)

Visual Fixation-Based Retinal Prosthetic Simulation. - Yuli Wu 001; Do Dinh Tan Nguyen; Henning Konermann; Rüveyda Yilmaz; Peter Walter; Johannes Stegmaier (ISBI, 2025)

No Free Lunch in Annotation Either: An Objective Evaluation of Foundation Models for Streamlining Annotation in Animal Tracking. - Emil Mededovic; Valdy Laurentius; Yuli Wu 001; Marcin Kopaczka; Zhu Chen; Mareike Schulz; René Tolba; Johannes Stegmaier (ISBI, 2025)

Cascaded Diffusion Models for 2D and 3D Microscopy Image Synthesis to Enhance Cell Segmentation. - Rüveyda Yilmaz; Kaan Keven; Yuli Wu 001; Johannes Stegmaier (ISBI, 2025)

Dataset for Cross-Device and Cross-Subject Consistency Evaluation in Visual Fixation Prediction. - Yuli Wu 001; Henning Konermann; Emil Mededovic; Peter Walter; Johannes Stegmaier (IEEE DataPort, 2025)

Evaluating Cross-Subject and Cross-Device Consistency in Visual Fixation Prediction. - Yuli Wu 001; Henning Konermann; Emil Mededovic; Peter Walter; Johannes Stegmaier (CoRR, 2025)

A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis. - Yuli Wu 001; Fucheng Liu; Rüveyda Yilmaz; Henning Konermann; Peter Walter; Johannes Stegmaier (CoRR, 2025)

CellStyle: Improved Zero-Shot Cell Segmentation via Style Transfer. - Rüveyda Yilmaz; Zhu Chen; Yuli Wu 001; Johannes Stegmaier (CoRR, 2025)

Eye on the Target: Eye Tracking Meets Rodent Tracking. - Emil Mededovic; Yuli Wu 001; Henning Konermann; Marcin Kopaczka; Mareike Schulz; René Tolba; Johannes Stegmaier (CoRR, 2025)