I’m a PhD student at the Artificial Intelligence and Machine Learning Lab, TU Darmstadt. My main research interests cover a broad range of Machine Learning related topics such as deep models, tractable probabilistic circuits and their applications in computer vision. In specific, I work on bridging the gap between probabilistic circuits and deep neural networks. We want to push the limits of Sum-Product Networks and aim to combine their strengths with the modeling capacity of neural networks.
Contact: steven (dot) lang (at) cs (dot) tu-darmstadt (dot) de
|Jun 15, 2021||I’ve joined the Artificial Intelligence and Machine Learning Lab (AIML) at TU-Darmstadt as a PhD student!|
- arXivCLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability2021
- arXivDAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection2021
- ICMLEinsum Networks: Fast and Scalable Learning of Tractable Probabilistic CircuitsIn Proceedings of the 37th International Conference on Machine Learning 2020