Oisin Mac Aodha
- Unsupervised Monocular Depth Estimation with Left-Right Consistency
2016/09/13 by Clément Godard, Godard, Clément, Oisin Mac Aodha +3 · 71 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Advanced Image Processing Techniques
- Fine-Grained Image Analysis with Deep Learning: A Survey
2021/11/11 by Xiu-Shen Wei, Yi-Zhe Song, Wei, Xiu-Shen +13 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Spatial Implicit Neural Representations for Global-Scale Species Mapping
2023/06/05 by Elijah Cole, Cole, Elijah, Grant Van Horn +15 · 3 voices · 11 citations
Environmental Science · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Wildlife-Road Interactions and Conservation #cs.CV #cs.LG
- Multi-Label Learning from Single Positive Labels
2021/06/17 by Elijah Cole, Oisin Mac Aodha, Cole, Elijah +9 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Bioinformatics #Text and Document Classification Technologies
- The potential for AI to revolutionize conservation: a horizon scan
2024/12/17 by S.A. Reynolds, Sara Beery, Neil D. Burgess +24 · 2 voices · 15 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
2024/11/04 by Edward Vendrow, Vendrow, Edward, Omiros Pantazis +13 · 2 voices · 12 citations
#cs.CV #cs.AI #cs.CL #cs.IR
- Self-Supervised Multimodal Learning: A Survey
2023/03/31 by Yongshuo Zong, Zong, Yongshuo, Oisin Mac Aodha +3 · 8 citations
Computer Science · Social Sciences · #Text and Document Classification Technologies #Geographic Information Systems Studies
- When Does Contrastive Visual Representation Learning Work?
2021/05/12 by Elijah Cole, Cole, Elijah, Xuan Yang +7 · 4 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- SAOR: Single-View Articulated Object Reconstruction
2023/03/23 by Mehmet Aygün, Aygün, Mehmet, Oisin Mac Aodha +1 · 5 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Vision and Imaging #Robotics and Sensor-Based Localization
- Incremental Generalized Category Discovery
2023/04/27 by Bingchen Zhao, Oisin Mac Aodha, Zhao, Bingchen +1 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Image Retrieval and Classification Techniques
- Combining Observational Data and Language for Species Range Estimation
2024/10/14 by Max Hamilton, Hamilton, Max, Christian Lange +14 · 2 voices · 4 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Genetic diversity and population structure #Species Distribution and Climate Change #Wildlife Ecology and Conservation #cs.DB #cs.LG
- Teaching Categories to Human Learners with Visual Explanations
2018/02/20 by Oisin Mac Aodha, Mac Aodha, Oisin, Shihan Su +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners
2018/02/14 by Yuxin Chen, Adish Singla, Chen, Yuxin +7 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Online Learning and Analytics
- VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations
2023/05/21 by Nikolaos Tsagkas, Oisin Mac Aodha, Tsagkas, Nikolaos +3 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledge
2025/02/20 by Laura J. Pollock, Justin Kitzes, Sara Beery +9 · 1 voice · 6 citations
Environmental Science · #Conservation, Ecology, Wildlife Education #Species Distribution and Climate Change
- DepthCues: Evaluating Monocular Depth Perception in Large Vision Models
2024/11/26 by Duolikun Danier, Danier, Duolikun, Mehmet Aygün +7 · 2 voices · 5 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Vision and Imaging #Color Science and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #cs.CV
- SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models
2022/10/07 by Omiros Pantazis, Pantazis, Omiros, Gabriel Brostow +5 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Machine Learning in Bioinformatics
- MVSAnywhere: Zero-Shot Multi-View Stereo
2025/03/28 by Sergio Izquierdo, Izquierdo, Sergio, Mohamed Sayed +14 · 5 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Processing Techniques and Applications
- Becoming the Expert - Interactive Multi-Class Machine Teaching
2015/04/28 by Edward Johns, Johns, Edward, Oisin Mac Aodha +3 · 2 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Imbalanced Data Classification Techniques
- The iWildCam 2018 Challenge Dataset
2019/04/11 by Sara Beery, Beery, Sara, Grant Van Horn +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing
- Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition
2022/01/25 by Kiyoon Kim, Kim, Kiyoon, Shreyank N Gowda +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- On Label Granularity and Object Localization
2022/07/20 by Elijah Cole, Cole, Elijah, Michael J. Wilber +15 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Deep learning-based ecological analysis of camera trap images is impacted by training data quality and quantity
2024/08/26 by Peggy A. Bevan, Bevan, Peggy A., Omiros Pantazis +23 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Context Embedding Networks
2017/09/22 by Kun Ho Kim, Oisin Mac Aodha, Kim, Kun Ho +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
- Representational Similarity via Interpretable Visual Concepts
2025/03/19 by Neehar Kondapaneni, Kondapaneni, Neehar, Oisin Mac Aodha +3 · 1 voice · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.AI #cs.CV #q-bio.NC
- Modeling host–pathway dynamics at the genome scale with machine learning
2025/06/17 by Charlotte Merzbacher, Oisin Mac Aodha, Diego A. Oyarzún · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Biofuel production and bioconversion #Microbial Metabolic Engineering and Bioproduction #Viral Infectious Diseases and Gene Expression in Insects