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04/14/2023
Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar
Vegetation structure mapping is critical for understanding the global ca...
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04/14/2023
DINOv2: Learning Robust Visual Features without Supervision
The recent breakthroughs in natural language processing for model pretra...
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12/29/2021
The Levy Flight of Cities: Analyzing Social-Economical Trajectories with Auto-Embedding
It has been found that human mobility exhibits random patterns following...
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06/24/2019
AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data -- Accepted Version
Recent development in computing, sensing and crowd-sourced data have res...
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06/24/2019