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Nikita Araslanov
Postdoctoral ResearcherTechnical University of MunichSchool of Computation, Information and Technology
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany
Fax: +49-89-289-17757
Office: 02.09.037
Mail: nikita.araslanov@tum.de
Please see my personal webpage for recent updates.
Open research projects
I'm looking for motivated students with some background in machine learning and computer vision. Multiple research topics are available in the format of a master's thesis, guided research or a research assistant position (HiWi).
Recent work
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2024
Conference and Workshop Papers
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CARLA Drone: Monocular 3D Object Detection from a Different Perspective , In 46th German Conference on Pattern Recognition (GCPR), 2024. ([project page])
Oral Presentation [] 
DiffCD: A Symmetric Differentiable Chamfer Distance for Neural Implicit Surface Fitting , In European Conference on Computer Vision (ECCV), 2024.
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Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball , In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. ([project page][video])
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An Analytical Solution to Gauss-Newton Loss for Direct Image Alignment , In International Conference on Learning Representations (ICLR), 2024.
Oral Presentation [] 
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras , In IEEE Winter Conference on Applications of Computer Vision (WACV), 2024.
2023
Journal Articles
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Semantic Self-adaptation: Enhancing Generalization with a Single Sample , In Transactions on Machine Learning Research (TMLR), 2023.
