Articles by Grant Van Horn

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Few-shot Species Range Estimation

20 February 2025 by Christian Lange and others

Computer Vision and Pattern Recognition, Machine Learning

Counting Fish with Temporal Representations of Sonar Video

7 February 2025 by Kai Van Brunt and others

Computer Vision and Pattern Recognition

Generate, Transduct, Adapt: Iterative Transduction with VLMs

10 January 2025 by Oindrila Saha and others

Computer Vision and Pattern Recognition

Impacts of EPA's Finalized Power Plant Greenhouse Gas Standards

9 January 2025 by John Bistline and others

Physics and Society

WildSAT: Learning Satellite Image Representations from Wildlife Observations

19 December 2024 by Rangel Daroya and others

Computer Vision and Pattern Recognition, Machine Learning

Combining Observational Data and Language for Species Range Estimation

7 December 2024 by Max Hamilton and others

Databases, Machine Learning

INQUIRE: A Natural World Text-to-Image Retrieval Benchmark

11 November 2024 by Edward Vendrow and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Human-in-the-Loop Visual Re-ID for Population Size Estimation

15 July 2024 by Gustavo Perez and others

Computer Vision and Pattern Recognition

Align and Distill: Unifying and Improving Domain Adaptive Object Detection

18 March 2024 by Justin Kay and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions

4 January 2024 by Oindrila Saha and others

Computer Vision and Pattern Recognition

Active Learning-Based Species Range Estimation

3 November 2023 by Christian Lange and others at

University of Edinburgh

Machine Learning

Spatial Implicit Neural Representations for Global-Scale Species Mapping

5 June 2023 by Elijah Cole and others

Machine Learning, Computer Vision and Pattern Recognition

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset

21 July 2022 by Grant Van Horn and others

Computer Vision and Pattern Recognition, Machine Learning

On Label Granularity and Object Localization

20 July 2022 by Elijah Cole and others

Computer Vision and Pattern Recognition, Machine Learning

The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting

19 July 2022 by Justin Kay and others

Computer Vision and Pattern Recognition, Machine Learning

Seeing biodiversity: perspectives in machine learning for wildlife conservation

25 October 2021 by Devis Tuia and others

Machine Learning, Computer Vision and Pattern Recognition

Benchmarking Representation Learning for Natural World Image Collections

8 June 2021 by Grant Van Horn and others

Computer Vision and Pattern Recognition

The iWildCam 2018 Challenge Dataset

24 April 2019 by Sara Beery and others

Computer Vision and Pattern Recognition

Recognition in Terra Incognita

25 July 2018 by Sara Beery and others

Computer Vision and Pattern Recognition, Populations and Evolution

The iNaturalist Species Classification and Detection Dataset

10 April 2018 by Grant Van Horn and others

Computer Vision and Pattern Recognition

Lean Multiclass Crowdsourcing

31 December 2017 by Grant Van Horn and others

Computer Vision and Pattern Recognition, Artificial Intelligence

The Devil is in the Tails: Fine-grained Classification in the Wild

5 September 2017 by Grant Van Horn and Pietro Perona

Computer Vision and Pattern Recognition

Lean Crowdsourcing: Combining Humans and Machines in an Online System

31 December 2016 by Steve Branson and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection

31 December 2014 by Grant Van Horn and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

11 June 2014 by Steve Branson and others

Computer Vision and Pattern Recognition

1 January 2014 by Catherine Wah and others

Computer Vision and Pattern Recognition, Artificial Intelligence

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Computer Vision and Pattern Recognition Machine Learning Artificial Intelligence Populations and Evolution