Marshall Burke
11 papers · 2019–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π€
Dynamic Duo
(11)
π
Grand Slam
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(8)
Machine Learning
(7)
Domain-Specific
(7)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Analysis
(2)
Application Areas
(2)
Core Methods
(2)
Resources & Methods
(2)
Generation
(1)
Models
(1)
Keywords
satellite imagery
(8)
remote sensing
(5)
object detection
(3)
image generation
(2)
poverty prediction
(2)
multispectral imaging
(2)
multimodal learning
(1)
temporal modeling
(1)
contrastive learning
(1)
knowledge extraction
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
statistical estimation
(1)
multi-task learning
(1)
domain adaptation
(1)
deep learning
(1)
feature importance
(1)
importance sampling
(1)
transfer learning
(1)
reinforcement learning
(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
IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling
AAAI 2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
NeurIPS 2022
Efficient Poverty Mapping from High Resolution Remote Sensing Images
AAAI 2021
Geography-Aware Self-Supervised Learning
ICCV 2021
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery
AAAI 2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis
NeurIPS 2021
Generating Interpretable Poverty Maps using Object Detection in Satellite Images
IJCAI 2020
Learning to Interpret Satellite Images using Wikipedia
IJCAI 2019