Oisin Mac Aodha

407148642025Veterinary radiology & ultrasound : the official journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association. 2025;66(5):e70065

Self-Supervised Multimodal Learning: A Survey.

Zong, Yongshuo, Aodha, Oisin Mac, Hospedales, Timothy M

110 citations

391105642025IEEE transactions on pattern analysis and machine intelligence. 2025;47(7):5299-5318

The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements

Bingchen Zhao, Despoina Magka, Minqi Jiang et al.

0 citations

2506.22419v22025arXiv

VesselSDF: Distance Field Priors for Vascular Network Reconstruction

Salvatore Esposito, Daniel Rebain, Arno Onken et al.

3 citations

2506.16556v22025International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025

Modeling host-pathway dynamics at the genome scale with machine learning.

Merzbacher, Charlotte, Mac Aodha, Oisin, Oyarzún, Diego A

12 citations

405539922025Metabolic engineering. 2025;91:480-491

Interpretable Text-Guided Image Clustering via Iterative Search

Bingchen Zhao, Oisin Mac Aodha

0 citations

2506.12514v22025arXiv

Jamais Vu: Exposing the Generalization Gap in Supervised Semantic Correspondence

Octave Mariotti, Zhipeng Du, Yash Bhalgat et al.

3 citations

2506.08220v22025arXiv

Representational Difference Explanations

Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona

0 citations

2505.23917v22025arXiv

MVSAnywhere: Zero-Shot Multi-View Stereo

Sergio Izquierdo, Mohamed Sayed, Michael Firman et al.

11 citations

2503.22430v12025arXiv

Representational Similarity via Interpretable Visual Concepts

Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona

0 citations

2503.15699v22025arXiv

Feedforward Few-shot Species Range Estimation

Christian Lange, Max Hamilton, Elijah Cole et al.

2 citations

2502.14977v22025arXiv

The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning

Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier et al.

0 citations

2502.03270v32025arXiv

acoupi: An Open-Source Python Framework for Deploying Bioacoustic AI Models on Edge Devices

Aude Vuilliomenet, Santiago Mart'inez Balvanera, Oisin Mac Aodha et al.

7 citations

2501.17841v12025Methods in Ecology and Evolution, Volume 17, Issue 1 pp. 67-76, 2026

WildSAT: Learning Satellite Image Representations from Wildlife Observations

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

5 citations

2412.14428v22024arXiv

The potential for AI to revolutionize conservation: a horizon scan.

Reynolds, Sam A, Beery, Sara, Burgess, Neil et al.

114 citations

396947202025Trends in ecology & evolution. 2025;40(2):191-207

CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections

Thomas Walker, Salvatore Esposito, Daniel Rebain et al.

4 citations

2412.04120v320242025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

DepthCues: Evaluating Monocular Depth Perception in Large Vision Models

Duolikun Danier, Mehmet Aygun, Changjian Li et al.

11 citations

2411.17385v32024arXiv

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

Generating Binary Species Range Maps

Filip Dorm, Christian Lange, Scott Loarie et al.

2 citations

2408.15956v12024Workshop on Computer Vision for Ecology at ECCV 2024

Deep learning-based ecological analysis of camera trap images is impacted by training data quality and quantity

Peggy A. Bevan, Omiros Pantazis, Holly Pringle et al.

9 citations

2408.14348v32024arXiv

AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings

Jamie Watson, Filippo Aleotti, Mohamed Sayed et al.

6 citations

2406.08960v12024Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Labeled Data Selection for Category Discovery

Bingchen Zhao, Nico Lang, Serge Belongie et al.

2 citations

2406.04898v22024arXiv

GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions

Salvatore Esposito, Qingshan Xu, Kacper Kania et al.

2 citations

2406.04254v32024arXiv

Enhancing 2D Representation Learning with a 3D Prior

Mehmet Aygun, Prithviraj Dhar, Zhicheng Yan et al.

1 citation

2406.02535v12024arXiv

Less is More: Discovering Concise Network Explanations

Neehar Kondapaneni, Markus Marks, Oisin Mac Aodha et al.

0 citations

2405.15243v32024arXiv

Click to Grasp: Zero-Shot Precise Manipulation via Visual Diffusion Descriptors

Nikolaos Tsagkas, Jack Rome, Subramanian Ramamoorthy et al.

9 citations

2403.14526v12024arXiv

Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps

Octave Mariotti, Oisin Mac Aodha, Hakan Bilen

22 citations

2312.13216v22023Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 19521-19530

Active Learning-Based Species Range Estimation

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

3 citations

2311.02061v12023arXiv

Whombat: An open-source annotation tool for machine learning development in bioacoustics

Santiago Martinez Balvanera, Oisin Mac Aodha, Matthew J. Weldy et al.

1 citation

2308.12688v22023arXiv

Bayesian Optimization for Design of Multiscale Biological Circuits.

Merzbacher, Charlotte, Mac Aodha, Oisin, Oyarzún, Diego A

37 citations

373393822023ACS synthetic biology. 2023;12(7):2073-2082

Career total: 143 works. 89 are in this corpus.Showing the 50 most recent.

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143

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10.4K

citations

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Year	Papers
2013	1
2014	0
2015	0
2016	1
2017	3
2018	6
2019	2
2020	2
2021	7
2022	10
2023	12
2024	14
2025	21
2026	10