Grant Van Horn
22 papers · 2014–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (3)
🌈
Renaissance Researcher
(7)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(12)
🤝
Dynamic Duo
(10)
🏆
Keyword Champion
(3)
💎
Century Club
(22)
📈
Trend Setter
🚀
Conference Pioneer
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(76)
🔥
Unstoppable
(6)
Conferences
CVPR (7)
ECCV (5)
NIPS (4)
ICCV (3)
ICML (2)
WACV (1)
Top co-authors
Research topics
Keywords
active learning
(4)
fine-grained classification
(4)
species classification
(3)
citizen science
(3)
species distribution
(3)
transfer learning
(2)
zero-shot learning
(2)
zero-shot classification
(2)
species range estimation
(2)
range estimation
(2)
vision-language model
(2)
weakly supervised learning
(1)
self-supervised learning
(1)
multimodal learning
(1)
object detection
(1)
online learning
(1)
contrastive learning
(1)
transductive learning
(1)
human-in-the-loop
(1)
bayesian inference
(1)
Papers
You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction
WACV 2026
Feedforward Few-shot Species Range Estimation
ICML 2025
Consensus-Driven Active Model Selection
ICCV 2025
WildSAT: Learning Satellite Image Representations from Wildlife Observations
ICCV 2025
Generate, Transduct, Adapt: Iterative Transduction with VLMs
ICCV 2025
Human-in-the-Loop Visual Re-ID for Population Size Estimation
ECCV 2024
Combining Observational Data and Language for Species Range Estimation
NIPS 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
NIPS 2024
The iNaturalist Sounds Dataset
NIPS 2024
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions
CVPR 2024
Active Learning-Based Species Range Estimation
NIPS 2023
Spatial Implicit Neural Representations for Global-Scale Species Mapping
ICML 2023
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
ECCV 2022
On Label Granularity and Object Localization
ECCV 2022
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
ECCV 2022
Benchmarking Representation Learning for Natural World Image Collections
CVPR 2021
Recognition in Terra Incognita
ECCV 2018
The INaturalist Species Classification and Detection Dataset
CVPR 2018
Lean Multiclass Crowdsourcing
CVPR 2018
Lean Crowdsourcing: Combining Humans and Machines in an Online System
CVPR 2017
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
CVPR 2015
Similarity Comparisons for Interactive Fine-Grained Categorization
CVPR 2014