Svetlana Lazebnik
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications, Image Retrieval and Classification Techniques, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications
Most-Cited Works
- → Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories(2006)7,940 cited
- → Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study(2006)1,924 cited
- → Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval(2012)1,903 cited
- → Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models(2015)1,303 cited
- → A sparse texture representation using local affine regions(2005)1,122 cited
- → Iterative quantization: A procrustean approach to learning binary codes(2011)1,089 cited
- → Multi-scale Orderless Pooling of Deep Convolutional Activation Features(2014)1,050 cited
- → Learning Deep Structure-Preserving Image-Text Embeddings(2016)797 cited
- Locality-sensitive binary codes from shift-invariant kernels(2009)
- → Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights(2018)586 cited