Alexander Shepard
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Science
(1)
Keywords
species range estimation
(2)
citizen science
(2)
multimodal learning
(1)
multi-label classification
(1)
text representation
(1)
audio classification
(1)
state-of-the-art performance
(1)
text embedding
(1)
multimodal model
(1)
textual description
(1)
species classification
(1)
citizen science observation
(1)
species distribution
(1)
text-to-image retrieval
(1)
species identification
(1)
spatial location
(1)
spatial analysis
(1)
feed-forward model
(1)
spatial modeling
(1)
geospatial prediction
(1)
Papers
Feedforward Few-shot Species Range Estimation
ICML 2025
Combining Observational Data and Language for Species Range Estimation
NeurIPS 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
NeurIPS 2024
The iNaturalist Sounds Dataset
NeurIPS 2024
Spatial Implicit Neural Representations for Global-Scale Species Mapping
ICML 2023