Alex Berg
University of North Carolina at Chapel Hill(US)
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Visual perception and processing mechanisms, Sparse and Compressive Sensing Techniques
Most-Cited Works
- → Midge: Generating Image Descriptions From Computer Vision Detections(2012)430 cited
- → Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition(2012)173 cited
- → Scalable multi-label annotation(2014)159 cited
- → An Evaluation of the NVIDIA TX1 for Supporting Real-Time Computer-Vision Workloads(2017)105 cited
- Detecting Visual Text(2012)
- → Modeling guidance and recognition in categorical search: Bridging human and computer object detection(2013)33 cited
- → DCMSVM: Distributed parallel training for single-machine multiclass classifiers(2012)6 cited