Songtao He
7 papers · 2018–2022 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π£ Hot Topic Early Bird π Cross-Pollinator (12) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
NIPS (2)
AAAI (1)
CVPR (1)
ECCV (1)
ICCV (1)
WACV (1)
Top co-authors
Research topics
Keywords
satellite imagery
(2)
convolutional neural network
(2)
aerial imagery
(2)
remote sensing
(2)
self-supervised learning
(1)
lane detection
(1)
reward function
(1)
multi-object tracking
(1)
deep architecture
(1)
recurrent neural network
(1)
spatial correlation
(1)
traffic accident prediction
(1)
risk map generation
(1)
gps trajectory
(1)
graph neural network
(1)
neural network
(1)
road attribute inference
(1)
system optimization
(1)
graph extraction
(1)
traffic accident
(1)
Papers
Lane-Level Street Map Extraction From Aerial Imagery
WACV 2022
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
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
AAAI 2020
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
ECCV 2020
Park: An Open Platform for Learning-Augmented Computer Systems
NIPS 2019
RoadTracer: Automatic Extraction of Road Networks From Aerial Images
CVPR 2018