Publications
- White paper: Towards Human-centric and Sustainable 6G Services - the fortiss Research Perspective July 2025. Details URL BIB
- Towards a Unified Framework of Contrastive Learning for Disentangled Representations In the Thirty-seventh Annual Conference on Neural Information Processing Systems (NeurIPS 23), December 2023. Curran Associates Inc.. Details URL BIB
- Laplace Approximation for Real-time Uncertainty Estimation in Object Detection 25th IEEE International Conference on Intelligent Transportation Systems (ITSC), ():, 2022. Details BIB
- SViT: Hybrid Vision Transformer Models with Scattering Transform 32nd IEEE International Workshop on Machine Learning for Signal Processing (MLSP), ():, 2022. Details BIB
- Laplace Approximation with Diagonalized Hessian for Over-parameterized Neural Networks NeurIPS 2021, Bayesian Deep Learning Workshop(36):, December 2021. Details URL BIB
- Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 3755–3759, June 2021. Details DOI BIB
- Dynamic Variational Autoencoders for Visual Process Modeling In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 3677-3681, May 2020. Details DOI BIB
- Metapath- and Entity-aware Graph Neural Network for Recommendation In Arxiv, . 2020. Details URL BIB
- Personalized Stress Detection with Self-supervised Learned Features , ():, 2020. Details URL BIB
- Interactive Image Restoration In the Neural Information Processing Systems 2019, Human-centric Machine Learning Workshop, . 2019. Details URL BIB
- Towards a Mathematical Understanding of the Difficulty in Learning with Feedforward Neural Networks Proceedings of the 31st IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ():811–820, 2018. Details BIB