Kevin McGuinness
- Unsupervised Label Noise Modeling and Loss Correction
2019/04/25 by Eric Arazo, Diego Ortego, Arazo, Eric +7 · 23 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Music and Audio Processing
- SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
2017/01/04 by Junting Pan, Cristian Canton-Ferrer, Pan, Junting +11 · 4 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- People, Penguins and Petri Dishes: Adapting Object Counting Models To\n New Visual Domains And Object Types Without Forgetting
2017/11/15 by Mark Marsden, Kevin McGuinness, Marsden, Mark +7 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Imaging for Blood Diseases #AI in cancer detection #Cell Image Analysis Techniques
- Quantifying Radiographic Knee Osteoarthritis Severity using Deep\n Convolutional Neural Networks
2016/09/08 by Joseph Antony, Antony, Joseph, Kevin McGuinness +5 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Musculoskeletal synovial abnormalities and treatments #Osteoarthritis Treatment and Mechanisms #Rheumatoid Arthritis Research and Therapies
- SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency\n Volumes
2017/07/11 by Marc Assens, Assens, Marc, Kevin McGuinness +5 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Visual Attention and Saliency Detection
- Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity using Convolutional Neural Networks
2017/03/28 by Joseph Antony, Kevin McGuinness, Antony, Joseph +5 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Orthopedic Infections and Treatments #Osteoarthritis Treatment and Mechanisms #Total Knee Arthroplasty Outcomes
- Investigating Class-level Difficulty Factors in Multi-label\n Classification Problems
2020/05/01 by Mark Marsden, Kevin McGuinness, Marsden, Mark +15 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and Data Classification #Text and Document Classification Technologies
- PixInWav: Residual Steganography for Hiding Pixels in Audio
2021/06/17 by Margarita Geleta, Geleta, Margarita, Cristina Punti +9 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Music and Audio Processing
- Addressing out-of-distribution label noise in webly-labelled data
2021/10/26 by Paul S. Albert, Diego Ortego, Albert, Paul +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Semi-supervised dry herbage mass estimation using automatic data and\n synthetic images
2021/10/26 by Paul S. Albert, Albert, Paul, Mohamed Saadeldin +13 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Genetic and phenotypic traits in livestock #Remote Sensing in Agriculture #Smart Agriculture and AI
- Improving Person Re-Identification with Temporal Constraints
2021/11/17 by Julia Dietlmeier, Dietlmeier, Julia, Feiyan Hu +7 · 1 citation
Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Face recognition and analysis #Multimedia (cs.MM) #Video Surveillance and Tracking Methods
- Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets
2022/07/04 by Paul S. Albert, Albert, Paul, Eric Arazo +5 · 1 citation
Computer Science · #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts
2022/09/20 by Carles Garcia-Cabrera, Garcia-Cabrera, Carles, Eric Arazo +7 · 1 citation
Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering