Sandra Ebert
Max Planck Institute for Informatics(DE)
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms, Machine Learning and Data Classification, Image Retrieval and Classification Techniques
Most-Cited Works
- Transfer Learning in a Transductive Setting(2013)
- → Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors(2011)157 cited
- → RALF: A reinforced active learning formulation for object class recognition(2012)107 cited
- → Extracting Structures in Image Collections for Object Recognition(2010)33 cited
- → Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets(2013)9 cited
- → Pick Your Neighborhood – Improving Labels and Neighborhood Structure for Label Propagation(2011)8 cited
- → Active Metric Learning for Object Recognition(2012)8 cited
- → Where Next in Object Recognition and how much Supervision Do We Need?(2013)3 cited
- → Semi-supervised learning for image classification(2012)2 cited
- Dirichlet Process Mixture Models for Object Category Recognition.(2009)