Erik Rozi

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 7

Top Topics

Multispectral Images

Public Libraries

Spatial Resolution

Economic Development

Top Venues

SemEval@ACL/IJCNLP

NeurIPS Datasets and Benchmarks

Publications

Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. CoRR (2022)
Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. NeurIPS (2022)
Amna Elmustafa, Erik Rozi, Yutong He, Gengchen Mai, Stefano Ermon, Marshall Burke, David B. Lobell
Understanding economic development in rural Africa using satellite imagery, building footprints and deep models. SIGSPATIAL/GIS (2022)
Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Janel Lee, Marshall Burke, David B. Lobell, Stefano Ermon
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning. NeurIPS Datasets and Benchmarks (2021)
Christopher Yeh, Chenlin Meng, Sherrie Wang, Anne Driscoll, Erik Rozi, Patrick Liu, Jihyeon Janel Lee, Marshall Burke, David B. Lobell, Stefano Ermon
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning. CoRR (2021)
Erik Rozi, Niveditha Iyer, Gordon Chi, Enok Choe, Kathy J. Lee, Kevin Liu, Patrick Liu, Zander Lack, Jillian Tang, Ethan A. Chi
Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings. SemEval@ACL/IJCNLP (2021)
Patrick Liu, Niveditha Iyer, Erik Rozi, Ethan A. Chi
Stanford MLab at SemEval-2021 Task 8: 48 Hours Is All You Need. SemEval@ACL/IJCNLP (2021)