Search Results for author: Franziska Schwaiger

Found 4 papers, 1 papers with code

Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes

no code implementations11 Apr 2024 Poulami Sinhamahapatra, Franziska Schwaiger, Shirsha Bose, Huiyu Wang, Karsten Roscher, Stephan Guennemann

It is an inference-based method that does not require training on the domain dataset and relies on extracting relevant features from self-supervised pre-trained models.

object-detection Open World Object Detection

Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection

no code implementations2 Feb 2024 Lennard Bodden, Franziska Schwaiger, Duc Bach Ha, Lars Kreuzberg, Sven Behnke

To the best of our knowledge, our work is the first approach that takes advantage of knowledge distillation in the field of spiking object detection.

Decoder Knowledge Distillation +3

Preventing Errors in Person Detection: A Part-Based Self-Monitoring Framework

1 code implementation10 Jul 2023 Franziska Schwaiger, Andrea Matic, Karsten Roscher, Stephan Günnemann

The ability to detect learned objects regardless of their appearance is crucial for autonomous systems in real-world applications.

Human Detection object-detection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.