Marshall Burke
11 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π Conference Polyglot (6) π Academic Marathon (5) π§ Keyword Pioneer
π
Conference Polyglot
(6)
π
Academic Marathon
(5)
π
Grand Slam
π€
Dynamic Duo
(11)
π
Century Club
(11)
π
Trend Setter
Conferences
AAAI (3)
ICLR (2)
IJCAI (2)
NIPS (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
satellite imagery
(6)
remote sensing
(4)
object detection
(3)
poverty prediction
(2)
multi-task learning
(1)
temporal modeling
(1)
image generation
(1)
transfer learning
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
multimodal learning
(1)
multi-spectral imaging
(1)
multi-modal learning
(1)
feature importance
(1)
deep learning
(1)
importance sampling
(1)
statistical estimation
(1)
image clustering
(1)
object counting
(1)
convolutional neural network
(1)
Papers
DiffusionSat: A Generative Foundation Model for Satellite Imagery
ICLR 2024
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
ICLR 2024
Large Language Models are Geographically Biased
ICML 2024
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
NIPS 2022
IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling
AAAI 2022
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis
NIPS 2021
Efficient Poverty Mapping from High Resolution Remote Sensing Images
AAAI 2021
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery
AAAI 2021
Geography-Aware Self-Supervised Learning
ICCV 2021
Generating Interpretable Poverty Maps using Object Detection in Satellite Images
IJCAI 2020
Learning to Interpret Satellite Images using Wikipedia
IJCAI 2019