George Azzari

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 7

Top Topics

Weakly Supervised

Multitask Learning

Multiple Scales

Top Venues

Publications

George Azzari, Shruti Jain, Graham Jeffries, Talip Kilic, Siobhan Murray
Understanding the Requirements for Surveys to Support Satellite-Based Crop Type Mapping: Evidence from Sub-Saharan Africa. Remote. Sens. 13 (23) (2021)
Sherrie Wang, William Chen, Sang Michael Xie, George Azzari, David B. Lobell
Weakly Supervised Deep Learning for Segmentation of Remote Sensing Imagery. Remote. Sens. 12 (2) (2020)
Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon
Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data. AAAI (2019)
Anthony Perez, Swetava Ganguli, Stefano Ermon, George Azzari, Marshall Burke, David B. Lobell
Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty. CoRR (2019)
Neal Jean, Sherrie Wang, Anshul Samar, George Azzari, David B. Lobell, Stefano Ermon
Tile2Vec: Unsupervised representation learning for spatially distributed data. CoRR (2018)
Zhenong Jin, George Azzari, Marshall Burke, Stephen Aston, David B. Lobell
Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa. Remote. Sens. 9 (9) (2017)
Anthony Perez, Christopher Yeh, George Azzari, Marshall Burke, David B. Lobell, Stefano Ermon
Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning. CoRR (2017)
George Azzari, Michael L. Goulden, Radu B. Rusu
Rapid Characterization of Vegetation Structure with a Microsoft Kinect Sensor. Sensors 13 (2) (2013)