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Stefano Ermon — most-cited papers & profile · Time Series
← authors
·
overview
Stefano Ermon
86
papers ·
23
citations ·
66
h-index
Stanford University
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ABC: Any-Subset Autoregression via Non-Markovian Diffusion Bridges in Continuous Time and Space
2026
A Survey of Human Activity Recognition Using WiFi CSI
2017
Predicting Economic Development using Geolocated Wikipedia Articles
2019
Individual Calibration with Randomized Forecasting
2020
HiPPO: Recurrent Memory with Optimal Polynomial Projections
2020
GEO-Bench: Toward Foundation Models for Earth Monitoring
2023
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
2023
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics
2023
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
2024
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
2024
Top co-authors
David Lobell
· 2
Gengchen Mai
· 2
Jeremy Andrew Irvin
· 2
Marshall Burke
· 2
Samar Khanna
· 2
Akshay Nambi
· 1
Albert Gu
· 1
Alexandre Drouin
· 1
Alexandre Lacoste
· 1
Atri Rudra
· 1
Bj\"orn L\"utjens
· 1
Burak Uzkent
· 1
Topics
cs.LG
cs.AI
Uncategorized
cs.CV
Probabilistic
cs.CL
stat.ML