2.6k citations
- Max Planck Institute for Dynamics of Complex Technical SystemsDE44 papers
- Yukhnovskii Institute for Condensed Matter Physics of the National Academy of Sciences of UkraineUA42 papers
- Max Planck Institute for the Physics of Complex SystemsDE39 papers
- National Academy of Sciences of UkraineUA32 papers
- Centre National de la Recherche ScientifiqueFR29 papers
- Lviv UniversityUA26 papers
- University of ManchesterGB21 papers
- Bielefeld UniversityDE18 papers
- Leibniz Institute for Solid State and Materials ResearchDE18 papers
- Physikalisch-Technische BundesanstaltDE17 papers
- Center for Behavioral Brain SciencesDE16 papers
- Institute for Solid State Physics and OpticsHU16 papers
976 papers
Scene-aware Prediction of Diverse Human Movement Goals
Qiaoyue Yang, Amadeus Weber, Magnus Jung +2
Anticipation of human behaviours facilitates autonomous systems in proactive planning. Human behaviour could be stochastic due to varying goals. Human goals typically guide their o…
Long-Term Prediction of Local and Global Human Motion with Occlusion Recovery
Qiaoyue Yang, Sven Heutger, Christopher Niemann +3
Human motion describes the three-dimensional full-body movement of a person. Anticipating such motion holds significant relevance across a wide range of application domains such as…
Active multiple matrix completion with adaptive confidence sets
Andrea Locatelli, Alexandra Carpentier, Michal Valko
In this work, we formulate a new multi-task active learning setting in which the learner's goal is to solve multiple matrix completion problems simultaneously. At each round, the l…
Transcending the Annotation Bottleneck: AI-Powered Discovery in Biology and Medicine
Soumick Chatterjee
The dependence on expert annotation has long constituted the primary rate-limiting step in the application of artificial intelligence to biomedicine. While supervised learning drov…
Contactless estimation of continuum displacement and mechanical compressibility from image series using a deep learning based framework
A. N. Maria Antony, T. Richter, E. Gladilin
Contactless and non-invasive estimation of mechanical properties of physical media from optical observations is of interest for manifold engineering and biomedical applications, wh…
Towards Segmenting the Invisible: An End-to-End Registration and Segmentation Framework for Weakly Supervised Tumour Analysis
Budhaditya Mukhopadhyay, Chirag Mandal, Pavan Tummala +3
Liver tumour ablation presents a significant clinical challenge: whilst tumours are clearly visible on pre-operative MRI, they are often effectively invisible on intra-operative CT…