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Grant Van Horn

22 papers · 2014–2026 · 6 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🏃 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)

Research topics

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