Samuel Madden
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
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Research topics
Computer Vision
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Analysis
(3)
Architectures
(3)
Core AI
(3)
Domain-Specific
(3)
Computer Science
(1)
Data Science & Analytics
(1)
Machine Learning
(1)
Applications Β· Computer Science
(1)
Applications Β· Data Science & Analytics
(1)
Learning Types
(1)
Keywords
satellite imagery
(3)
remote sensing
(2)
temporal modeling
(1)
scene understanding
(1)
temporal sequence
(1)
video classification
(1)
self-supervised learning
(1)
multi-object tracking
(1)
deep architecture
(1)
convolutional neural network
(1)
time series alignment
(1)
recurrent neural network
(1)
aerial image
(1)
spatial correlation
(1)
road extraction
(1)
aerial imagery
(1)
video encoder
(1)
traffic accident prediction
(1)
risk map generation
(1)
gps trajectory
(1)
Papers
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification
CVPR 2025
Beyond Road Extraction: A Dataset for Map Update Using Aerial Images
ICCV 2021
Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories
ICCV 2021
Self-Supervised Multi-Object Tracking with Cross-input Consistency
NeurIPS 2021
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
AAAI 2020
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
ECCV 2020