43 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Energy Storage Systems (United States)US2 papers
- Bernstein Center for Computational Neuroscience BerlinDE1 paper
- Brunel University of LondonGB1 paper
- Claas (Germany)DE1 paper
- Freie Universität BerlinDE1 paper
- Hochschule OsnabrückDE1 paper
- Landesinstitut für Lehrerbildung und SchulentwicklungDE1 paper
- Leibniz Institute of Freshwater Ecology and Inland FisheriesDE1 paper
- Science OxfordGB1 paper
- Shibaura Institute of TechnologyJP1 paper
- Technische Universität BerlinDE1 paper
- Universitat Autònoma de BarcelonaES1 paper
4 papers · 1 filter
Simulation-Based Performance Evaluation of 3D Object Detection Methods with Deep Learning for a LiDAR Point Cloud Dataset in a SOTIF-related Use Case
Milin Patel, Rolf Jung
Safety of the Intended Functionality (SOTIF) addresses sensor performance limitations and deep learning-based object detection insufficiencies to ensure the intended functionality…
Don't miss the Mismatch: Investigating the Objective Function Mismatch for Unsupervised Representation Learning
Bonifaz Stuhr, Jürgen Brauer
Finding general evaluation metrics for unsupervised representation learning techniques is a challenging open research question, which recently has become more and more necessary du…
CSNNs: Unsupervised, Backpropagation-free Convolutional Neural Networks for Representation Learning
Bonifaz Stuhr, Jürgen Brauer
This work combines Convolutional Neural Networks (CNNs), clustering via Self-Organizing Maps (SOMs) and Hebbian Learning to propose the building blocks of Convolutional Self-Organi…
BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking
Hauke Jürgen Mönck, Andreas Jörg, Tobias von Falkenhausen +7
The study of animal behavior increasingly relies on (semi-) automatic methods for the extraction of relevant behavioral features from video or picture data. To date, several specia…