Fabian Gieseke
6 papers · 2013–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Half
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
canopy height
(2)
maximum margin clustering
(1)
attention mechanism
(1)
channel attention
(1)
nearest neighbor search
(1)
k-d tree
(1)
parallel processing
(1)
kernel matrix
(1)
gpu computing
(1)
support vector machine
(1)
loss function
(1)
cross-modal alignment
(1)
feature fusion
(1)
zero-shot classification
(1)
multi-scale feature
(1)
skip connection
(1)
high resolution
(1)
satellite data
(1)
unsupervised least-squares classification
(1)
polynomial runtime bound
(1)
Papers
Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
ICML 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
ICML 2025
Estimating Canopy Height at Scale
ICML 2024
Attentional Feature Fusion
WACV 2021
Buffer k-d Trees: Processing Massive Nearest Neighbor Queries on GPUs
ICML 2014
Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares Classification
ACML 2013