Samuel Madden
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
ICCV (2)
AAAI (1)
CVPR (1)
ECCV (1)
NIPS (1)
Top co-authors
Research topics
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
Self-Supervised Multi-Object Tracking with Cross-input Consistency
NIPS 2021
Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories
ICCV 2021
Beyond Road Extraction: A Dataset for Map Update Using Aerial Images
ICCV 2021
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
AAAI 2020
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
ECCV 2020