Oliver Hahn

I am a PhD student in computer vision at the Visual Inference Lab in Technical University of Darmstadt. Supervised by Prof. Stefan Roth my research focuses on visual scene understanding with limited supervision.

I received a master's degree in Computational Engineering with a focus on deep learning and computer vision. At the Visual Inference Lab I conducted research on multimodal learning as well as on semantic scene understanding with limited supervision, advised by Shweta Mahajan, Nikita Araslanov and Prof. Stefan Roth. Previously, I obtained a master's degree in Mechanical Engineering with a focus on mechatronics from TU Darmstadt. My research on multi-objective optimization of electrical machines resulted in a patented new type of linear actuator.

Email | CV | Twitter | Google Scholar | Github

News
Jul 23	Our paper "Semantic Self-adaptation: Enhancing Generalization with a Single Sample" got accepted at TMLR
Oct 22	I started as a PhD student with Prof. Stefan Roth at the Visual Inference Lab in Technical University of Darmstadt!

Research
I am interested in machine learning and computer vision, especially visual scene understanding with limited supervision.

	Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn, Nikita Araslanov, Simone Schaub-Meyer, Stefan Roth ArXiv Preprint Paper \| Code
	A Perspective on Deep Vision Performance with Standard Image and Video Codecs Christoph Reich, Oliver Hahn, Daniel Cremers, Stefan Roth, Biplob Debnath CVPRW 2024 Paper
	Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani, Oliver Hahn, Eduard Zamfir, Nikita Araslanov, Daniel Cremers, Stefan Roth TMLR July 2023* Paper \| Video \| Code

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