Favyen Bastani
10 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)
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Topic Evolution
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Mega-Team · Legion
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(7)
Domain-Specific
(6)
Deep Learning
(4)
Analysis
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core AI
(2)
Models
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Keywords
satellite imagery
(4)
remote sensing
(4)
self-supervised learning
(4)
aerial imagery
(2)
convolutional neural network
(2)
multimodal learning
(2)
visual question answering
(1)
scene understanding
(1)
semantic segmentation
(1)
transformer
(1)
image captioning
(1)
earth observation
(1)
multi-object tracking
(1)
temporal analysis
(1)
change detection
(1)
foundation model
(1)
recurrent neural network
(1)
dataset collection
(1)
downstream task
(1)
transfer learning
(1)
Papers
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
CVPR 2026
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
ICML 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
CVPR 2025
OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data
WACV 2025
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding
ICCV 2023
Beyond Road Extraction: A Dataset for Map Update Using Aerial Images
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
RoadTracer: Automatic Extraction of Road Networks From Aerial Images
CVPR 2018