Oisin Mac Aodha

44 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (11) 🗺️ Taxonomy Completionist (75) 🤝 Dynamic Duo (12) 🏆 Keyword Champion (3) 🏆 Grand Slam 🔬 Deep Specialist (10) 🧬 Topic Evolution ❓ The Questioner ⚡ Prolific Year (7) 🚀 Conference Pioneer 🔥 Unstoppable (13) 💎 Century Club (43) 📈 Trend Setter 🗃️ Keyword Collector (180)

Conferences

CVPR (19) ICCV (7) ECCV (6) NIPS (5) ICML (2) AAAI (1) AISTATS (1) ICLR (1) MICCAI (1) WACV (1)

Top co-authors

Pietro Perona (12) Elijah Cole (11) Grant Van Horn (10) Gabriel J. Brostow (9) Michael Firman (8) Serge Belongie (7) Jamie Watson (6) Gabriel Brostow (5) Yisong Yue (4) Kimberly Wilber (4)

Research topics

Keywords

depth estimation (7) self-supervised learning (6) 3d reconstruction (5) image classification (4) fine-grained classification (4) machine teaching (4) active learning (3) species distribution (3) representation learning (3) monocular depth (3) computer vision (3) object detection (3) transfer learning (3) species classification (3) interactive learning (2) 3d vision (2) adversarial learning (2) semantic segmentation (2) zero-shot learning (2) weakly supervised learning (2)

Papers

MotionPhysics: Learnable Motion Distillation for Text-Guided Simulation AAAI 2026

CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections CVPR 2025

MVSAnywhere: Zero-Shot Multi-View Stereo CVPR 2025

DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025

VesselSDF: Distance Field Priors for Vascular Network Reconstruction MICCAI 2025

Feedforward Few-shot Species Range Estimation ICML 2025

WildSAT: Learning Satellite Image Representations from Wildlife Observations ICCV 2025

Representational Similarity via Interpretable Visual Concepts ICLR 2025

SAOR: Single-View Articulated Object Reconstruction CVPR 2024

AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings CVPR 2024

Combining Observational Data and Language for Species Range Estimation NIPS 2024

INQUIRE: A Natural World Text-to-Image Retrieval Benchmark NIPS 2024

Labeled Data Selection for Category Discovery ECCV 2024

From Coarse to Fine-Grained Open-Set Recognition CVPR 2024

Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps CVPR 2024

Virtual Occlusions Through Implicit Depth CVPR 2023

Active Learning-Based Species Range Estimation NIPS 2023

Incremental Generalized Category Discovery ICCV 2023

Spatial Implicit Neural Representations for Global-Scale Species Mapping ICML 2023

Heightfields for Efficient Scene Reconstruction for AR WACV 2023

On Label Granularity and Object Localization ECCV 2022

Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset ECCV 2022

When Does Contrastive Visual Representation Learning Work? CVPR 2022

Demystifying Unsupervised Semantic Correspondence Estimation ECCV 2022

Visual Knowledge Tracing ECCV 2022

Multi-Label Learning From Single Positive Labels CVPR 2021

Benchmarking Representation Learning for Natural World Image Collections CVPR 2021

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021

ViewNet: Unsupervised Viewpoint Estimation From Conditional Generation ICCV 2021

The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth CVPR 2021

Learning Stereo from Single Images ECCV 2020

Digging Into Self-Supervised Monocular Depth Estimation ICCV 2019

Presence-Only Geographical Priors for Fine-Grained Image Classification ICCV 2019

Teaching Multiple Concepts to a Forgetful Learner NIPS 2019

Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners NIPS 2018

The INaturalist Species Classification and Detection Dataset CVPR 2018

Near-Optimal Machine Teaching via Explanatory Teaching Sets AISTATS 2018

Teaching Categories to Human Learners With Visual Explanations CVPR 2018

Context Embedding Networks CVPR 2018

Unsupervised Monocular Depth Estimation With Left-Right Consistency CVPR 2017

Structured Prediction of Unobserved Voxels From a Single Depth Image CVPR 2016

Becoming the Expert - Interactive Multi-Class Machine Teaching CVPR 2015

Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014

Revisiting Example Dependent Cost-Sensitive Learning with Decision Trees ICCV 2013