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Zhenzhang Ye
PhD StudentTechnical University of MunichSchool of Computation, Information and Technology
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany
Fax: +49-89-289-17757
Mail: yez@in.tum.de
Research Interest
Optimization, Photometry-Based Reconstruction.
Master Thesis / IDP / Guided Research
If you are interested in any thesis, IDP or Guided Research. Feel free to contact me with your CV and transcript. Please let me know what kind of project you are interested in.
Publications
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Journal Articles
2022
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A Cutting-Plane Method for Sublabel-Accurate Relaxation of Problems with Product Label Spaces , In International Journal of Computer Vision (IJCV), 2022. ([code])
Conference and Workshop Papers
2024
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Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization , In Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (S Dasgupta, S Mandt, Y Li, eds.), PMLR, volume 238, 2024.
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Sparse Views, Near Light: A Practical Paradigm for Uncalibrated Point-light Photometric Stereo , In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. ([supp])
2022
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Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections , In AAAI, 2022. ([supp])
2021
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Sublabel-Accurate Multilabeling Meets Product Label Spaces , In DAGM German Conference on Pattern Recognition (GCPR), 2021. ([presentation] [code])
Oral Presentation
2020
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Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning , In International Conference on Artificial Intelligence and Statistics (AISTATS), 2020. ([code])
2019
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Variational Uncalibrated Photometric Stereo under General Lighting , In IEEE/CVF International Conference on Computer Vision (ICCV), 2019. ([supp] [poster] [matlab] [python] [cvf])
2018
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Combinatorial Preconditioners for Proximal Algorithms on Graphs , In International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.
