David Lobell
10 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer
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Conference Polyglot
(4)
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Academic Marathon
(5)
π€
Dynamic Duo
(10)
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Conference Pioneer
π
Century Club
(10)
π
Trend Setter
Conferences
AAAI (5)
IJCAI (2)
NIPS (2)
ICCV (1)
Top co-authors
Keywords
satellite imagery
(7)
remote sensing
(5)
object detection
(4)
image classification
(2)
representation learning
(2)
poverty prediction
(2)
temporal modeling
(1)
weakly supervised learning
(1)
multi-task learning
(1)
self-supervised learning
(1)
statistical estimation
(1)
multimodal learning
(1)
multi-spectral imaging
(1)
multi-modal learning
(1)
reinforcement learning
(1)
importance sampling
(1)
transfer learning
(1)
deep learning
(1)
feature importance
(1)
image generation
(1)
Papers
HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing
AAAI 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
Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data
AAAI 2019