GH

Grant Van Horn

0000-0003-2953-9651

cs.CVcs.LGcs.AIcs.CLcs.SDeess.ASAnimals, WildConservation of Natural Resourcescs.DBcs.IR

On Valency

published · living versions

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

with Steve Branson, Serge Belongie, Pietro Perona

1 version

W_d7d8jbrmv1 · current

The iNaturalist Species Classification and Detection Dataset

W_4ahpz7vkv1

Preprints & journals

30 papers in the corpus · 2014–2026

Masked Autoencoders with Limited Data: Does It Work? A Fine-Grained Bioacoustics Case Study

Wuao Liu, Mustafa Chasmai, Subhransu Maji et al.

0 citations

2605.14031v12026arXiv

RealBirdID: Benchmarking Bird Species Identification in the Era of MLLMs

Logan Lawrence, Mustafa Chasmai, Rangel Daroya et al.

0 citations

2603.27033v12026arXiv

CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing

Leonie Bossemeyer, Samuel Heinrich, Grant Van Horn et al.

0 citations

2511.08512v12025arXiv

Merlin L48 Spectrogram Dataset

Aaron Sun, Subhransu Maji, Grant Van Horn

0 citations

2511.00252v12025arXiv

You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction

Logan Lawrence, Oindrila Saha, Megan Wei et al.

0 citations

2510.14885v22025arXiv

Consensus-Driven Active Model Selection

Justin Kay, Grant Van Horn, Subhransu Maji et al.

0 citations

2507.23771v12025arXiv

Moment Sampling in Video LLMs for Long-Form Video QA

Mustafa Chasmai, Gauri Jagatap, Gouthaman KV et al.

0 citations

2507.00033v12025arXiv

The iNaturalist Sounds Dataset

Mustafa Chasmai, Alexander Shepard, Subhransu Maji et al.

9 citations

2506.00343v12025arXiv

Bioacoustic Geolocation: Species Sounds as Geographic Signals

Mustafa Chasmai, Wuao Liu, Subhransu Maji et al.

0 citations

2505.18726v32025arXiv

Feedforward Few-shot Species Range Estimation

Christian Lange, Max Hamilton, Elijah Cole et al.

2 citations

2502.14977v22025arXiv

Counting Fish with Temporal Representations of Sonar Video

Kai Van Brunt, Justin Kay, Timm Haucke et al.

0 citations

2502.05129v12025arXiv

WildSAT: Learning Satellite Image Representations from Wildlife Observations

Rangel Daroya, Elijah Cole, Oisin Mac Aodha et al.

5 citations

2412.14428v22024arXiv

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

Edward Vendrow, Omiros Pantazis, Alexander Shepard et al.

12 citations

2411.02537v32024arXiv

Combining Observational Data and Language for Species Range Estimation

Max Hamilton, Christian Lange, Elijah Cole et al.

2 citations

2410.10931v22024arXiv

Align and Distill: Unifying and Improving Domain Adaptive Object Detection

Justin Kay, Timm Haucke, Suzanne Stathatos et al.

3 citations

2403.12029v42024arXiv

Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions

Oindrila Saha, Grant Van Horn, Subhransu Maji

37 citations

2401.02460v22024arXiv

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

Gustavo Perez, Daniel Sheldon, Grant Van Horn et al.

4 citations

2312.05287v22023arXiv

Active Learning-Based Species Range Estimation

Christian Lange, Elijah Cole, Grant Van Horn et al.

3 citations

2311.02061v12023arXiv

Spatial Implicit Neural Representations for Global-Scale Species Mapping

Elijah Cole, Grant Van Horn, Christian Lange et al.

10 citations

2306.02564v12023arXiv

Nighthawk: acoustic monitoring of nocturnal bird migration in the Americas

Van Doren, B. M., Farnsworth, A., Stone, K. et al.

25 citations

10.1101/2023.05.22.541336v12023bioRxiv

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset

Grant Van Horn, Rui Qian, Kimberly Wilber et al.

16 citations

2207.10664v12022arXiv

On Label Granularity and Object Localization

Elijah Cole, Kimberly Wilber, Grant Van Horn et al.

14 citations

2207.10225v12022arXiv

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

Justin Kay, Peter Kulits, Suzanne Stathatos et al.

35 citations

2207.09295v12022arXiv

Perspectives in machine learning for wildlife conservation.

Tuia, Devis, Kellenberger, Benjamin, Beery, Sara et al.

733 citations

351402062022Nature communications. 2022;13(1):792

Benchmarking Representation Learning for Natural World Image Collections

Grant Van Horn, Elijah Cole, Sara Beery et al.

17 citations

2103.16483v22021arXiv

The iWildCam 2018 Challenge Dataset

Sara Beery, Grant van Horn, Oisin Mac Aodha et al.

26 citations

1904.05986v22019arXiv

Recognition in Terra Incognita

Sara Beery, Grant van Horn, Pietro Perona

31 citations

1807.04975v22018arXiv

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

Grant Van Horn, Pietro Perona

116 citations

1709.01450v12017arXiv

The iNaturalist Species Classification and Detection Dataset

Grant Van Horn, Oisin Mac Aodha, Yang Song et al.

1,462 citations

1707.06642v22017arXiv

Bird Species Categorization Using Pose Normalized Deep Convolutional Nets

Steve Branson, Grant Van Horn, Serge Belongie et al.

578 citations

1406.2952v12014arXiv

Career total: 53 works. 30 are in this corpus.

Profile built from the corpus for this byline.

53

works

4,783

citations

21

h-index

Corpus papers per year

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