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Xiaoran Chen

Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
2019 · Yuhua Chen, Wen Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 241
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Unsupervised Detection of Lesions in Brain MRI using Constrained Adversarial Auto-encoders
2018 · Chen, Xiaoran, Konukoglu, Ender · arXiv (Cornell University) · 216
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Unsupervised lesion detection via image restoration with a normative prior
2020 · Xiaoran Chen, Suhang You, et al. · Medical Image Analysis · 120
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Towards Good Practice for CNN-Based Monocular Depth Estimation
2020 · Zhicheng Fang, Xiaoran Chen, et al. · IEEE Winter Conference on Applications of Computer Vision · 67
Modelling the Distribution of 3D Brain MRI Using a 2D Slice VAE
2020 · Anna Volokitin, Ertunc Erdil, et al. · Lecture notes in computer science · 38
Unsupervised Lesion Detection via Image Restoration with a Normative Prior
2019 · You, Suhang, Tezcan, Kerem C., et al. · Repository for Publications and Research Data (ETH Zurich) · 37
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Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging
2018 · Chen, Xiaoran, Pawlowski, Nick, et al. · arXiv (Cornell University) · 36
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GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
2025 · Mariam Hassan, Sebastian Stapf, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 19
The FIP 1.0 Data Set: Highly resolved annotated image time series of 4,000 wheat plots grown in 6 years
2025 · Lukas Roth, Mike Boss, et al. · GigaScience · 13
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Normative ascent with local gaussians for unsupervised lesion detection
2021 · Xiaoran Chen, Nick Pawlowski, et al. · Medical Image Analysis · 13
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Structural Health Monitoring by Laser Shearography: Experimental and Numerical Investigations
2014 · Xiaoran Chen, Morteza Khaleghi, et al. · Conference proceedings of the Society for Experimental Mechanics · 13
Unsupervised abnormality detection in medical images with deep generative methods
2022 · Xiaoran Chen, Ender Konukoglu · Elsevier eBooks · 9
Unsupervised Lesion Detection with Locally Gaussian Approximation
2019 · Xiaoran Chen, Nick Pawlowski, et al. · Lecture notes in computer science · 8
The OOD Blind Spot of Unsupervised Anomaly Detection.
2021 · Matthäus Heer, Janis Postels, et al. · Medical Imaging with Deep Learning · 5
Temporal Prediction of Respiratory Motion Using a Trained Ensemble of Forecasting Methods
2016 · Xiaoran Chen, Christine Tanner, et al. · Lecture notes in computer science · 4
Changes of healthy brain tissue after salvage radiotherapy of glioblastoma
2021 · Leandra de la Cruz, Xiaoran Chen, et al. · Neuro-Oncology Advances · 2
Computational and Experimental Approach for Non-destructive Testing by Laser Shearography
2014 · Xiaoran Chen · Digital WPI · 2
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Characterizing yield through wheat’s perception of chronological progression: a multi-omics plant time warping approach
2026 · Lukas Roth, Juan M Herrera, et al. · Journal of Experimental Botany · 1
High-Speed Shape Measurements by Fringe Projection Method: SOPRA 3D
2013 · Chaoyang Ti, Xiaoran Chen, et al. · Conference proceedings of the Society for Experimental Mechanics · 1
Non-destructive testing (NDT) by laser shearography and fringe projection
2013 · Xiaoran Chen, Morteza Khaleghi, et al. · 1
When and How Does Muon Precondition? The Role of Structured Gradient Noise
2026 · Chen, Xiaoran, Li, Binghui, et al. · arXiv (Cornell University)
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Climate-dependent effects of straw return methods on soybean productivity, carbon-nitrogen metabolism, and greenhouse gas emissions under elevated CO2 and warming
2026 · Libing DONG, Xiaoran CHEN, et al. · Pedosphere
Comparative Analysis of Image-Based Deep Learning and Genomic Models for Yield and Protein Content Prediction in Winter Wheat
2025 · Chen, Xiaoran, Paraskevi Nousi, et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne)
Comparative Analysis of Image-Based Deep Learning and Genomic Models for Yield and Protein Content Prediction in Winter Wheat
2025 · Xiaoran Chen, Paraskevi Nousi, et al. · IEEE International Conference on Computer Vision Workshops
Comparative Analysis of Image-Based Deep Learning and Genomic Models for Yield and Protein Content Prediction in Winter Wheat
2025 · Chen, Xiaoran, Nousi, Paraskevi, et al. · Repository for Publications and Research Data (ETH Zurich)
Works count: 27
Citation count: 846
H-index: 11
I10-index: 11
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