Steve Branson

Publications by Year

Research Areas

Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Mobile Crowdsensing and Crowdsourcing, Animal Vocal Communication and Behavior, Multimodal Machine Learning Applications

Most-Cited Works

• The Multidimensional Wisdom of Crowds(2010)
• → Building a bird recognition app and large scale dataset with citizen scientists: The fine print in fine-grained dataset collection(2015)570 cited
• → Bird Species Categorization Using Pose Normalized Deep Convolutional Nets(2014)415 cited
• → Visual Recognition with Humans in the Loop(2010)414 cited
• → Accelerating 3D deep learning with PyTorch3D(2020)403 cited
• Caltech-UCSD Birds 200(2010)
• → Improved Bird Species Recognition Using Pose Normalized Deep Convolutional Nets(2014)237 cited
• → Multiclass recognition and part localization with humans in the loop(2011)183 cited
• → Cataloging Public Objects Using Aerial and Street-Level Images — Urban Trees(2016)177 cited
• → From Google Maps to a fine-grained catalog of street trees(2017)153 cited