Thomas Mensink
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Image Retrieval and Classification Techniques, Advanced Vision and Imaging
Most-Cited Works
- → Improving the Fisher Kernel for Large-Scale Image Classification(2010)2,599 cited
- → Image Classification with the Fisher Vector: Theory and Practice(2013)1,510 cited
- → TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation(2009)699 cited
- → Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost(2013)408 cited
- → Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost(2012)285 cited
- → COSTA: Co-Occurrence Statistics for Zero-Shot Classification(2014)190 cited
- → PointMixup: Augmentation for Point Clouds(2020)141 cited
- → Objects2action: Classifying and Localizing Actions without Any Video Example(2015)124 cited
- → The Rijksmuseum Challenge(2014)121 cited
- → Scaling Vision Transformers to 22 Billion Parameters(2023)118 cited