Alexander C. Berg

Publications by Year

Research Areas

Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Image Retrieval and Classification Techniques, Domain Adaptation and Few-Shot Learning

Most-Cited Works

• → ImageNet Large Scale Visual Recognition Challenge(2015)39,678 cited
• → Segment Anything(2023)8,090 cited
• → DSSD : Deconvolutional Single Shot Detector(2017)1,636 cited
• → Attribute and simile classifiers for face verification(2009)1,373 cited
• → SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition(2006)1,114 cited
• → ParseNet: Looking Wider to See Better(2015)1,060 cited
• → Modeling Context in Referring Expressions(2016)943 cited
• → Classification using intersection kernel support vector machines is efficient(2008)938 cited
• → MatchNet: Unifying feature and metric learning for patch-based matching(2015)872 cited
• → BabyTalk: Understanding and Generating Simple Image Descriptions(2013)867 cited