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McGuinness, Kevin

  1. Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning
    2019/08/08 by Arazo, Eric, Ortego, Diego, Albert, Paul +2 · 45 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Unsupervised Label Noise Modeling and Loss Correction
    2019/04/25 by Eric Arazo, Diego Ortego, Arazo, Eric +7 · 29 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Music and Audio Processing
  3. SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
    2017/01/04 by Junting Pan, Pan, Junting, Cristian Canton-­Ferrer +11 · 7 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
  4. Multi-Objective Interpolation Training for Robustness to Label Noise
    2020/12/08 by Ortego, Diego, Arazo, Eric, Albert, Paul +2 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. 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 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Imaging for Blood Diseases #AI in cancer detection #Cell Image Analysis Techniques
  6. Quantifying Radiographic Knee Osteoarthritis Severity using Deep\n Convolutional Neural Networks
    2016/09/08 by Joseph Antony, Antony, Joseph, Kevin McGuinness +5 · 3 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
  7. Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts
    2023/07/21 by Mayug Maniparambil, Chris Vorster, Maniparambil, Mayug +9 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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
  8. How important are faces for person re-identification?
    2020/10/13 by Dietlmeier, Julia, Antony, Joseph, McGuinness, Kevin +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos
    2020/11/20 by Yasser Dahou, Dahou, Yasser, Marouane Tliba +5 · 3 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Machine Learning (cs.LG) #Olfactory and Sensory Function Studies #Visual Attention and Saliency Detection
  10. Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach
    2023/11/27 by Rai, Ayush K., Krishna, Tarun, Hu, Feiyan +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Real Robot Challenge: A Robotics Competition in the Cloud
    2021/09/22 by Bauer, Stefan, Widmaier, Felix, Wüthrich, Manuel +39 · 3 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Robotics (cs.RO)
  12. 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 · 2 citations
    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
  13. PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks
    2018/09/03 by Marc Assens, Assens, Marc, Xavier Giró-i-Nieto +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  14. Simple vs complex temporal recurrences for video saliency prediction
    2019/07/03 by Linardos, Panagiotis, Mohedano, Eva, Nieto, Juan Jose +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency\n Volumes
    2017/07/11 by Marc Assens, Kevin McGuinness, Assens, Marc +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
  16. Unsupervised Contrastive Learning of Sound Event Representations
    2020/11/15 by Fonseca, Eduardo, Ortego, Diego, McGuinness, Kevin +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  17. Motion Aware Self-Supervision for Generic Event Boundary Detection
    2022/10/11 by Rai, Ayush K., Krishna, Tarun, Dietlmeier, Julia +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Site-specific Deep Learning Path Loss Models based on the Method of Moments
    2023/02/02 by Brennan, Conor, McGuinness, Kevin · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Improving Behavioural Cloning with Positive Unlabeled Learning
    2023/01/27 by Wang, Qiang, McCarthy, Robert, Bulens, David Cordova +6 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  20. Identifying Expert Behavior in Offline Training Datasets Improves Behavioral Cloning of Robotic Manipulation Policies
    2023/01/30 by Qiang Wang, Robert McCarthy, Wang, Qiang +7 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  21. Shallow and Deep Convolutional Networks for Saliency Prediction
    2016/03/02 by Pan, Junting, McGuinness, Kevin, Sayrol, Elisa +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Saliency Weighted Convolutional Features for Instance Search
    2017/11/29 by Mohedano, Eva, McGuinness, Kevin, Giro-i-Nieto, Xavier +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  23. Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks
    2019/03/25 by Duarte, Amanda, Roldan, Francisco, Tubau, Miquel +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  24. 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
  25. FastSal: a Computationally Efficient Network for Visual Saliency Prediction
    2020/08/25 by Hu, Feiyan, McGuinness, Kevin · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Discerning Generic Event Boundaries in Long-Form Wild Videos
    2021/06/18 by Rai, Ayush K, Krishna, Tarun, Dietlmeier, Julia +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. PixInWav: Residual Steganography for Hiding Pixels in Audio
    2021/06/17 by Margarita Geleta, Cristina Punti, Geleta, Margarita +9 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Music and Audio Processing
  28. Addressing out-of-distribution label noise in webly-labelled data
    2021/10/26 by Paul S. Albert, Albert, Paul, Diego Ortego +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
  29. Semi-supervised dry herbage mass estimation using automatic data and\n synthetic images
    2021/10/26 by Paul S. Albert, Mohamed Saadeldin, Albert, Paul +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
  30. 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
  31. Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation
    2022/04/18 by Albert, Paul, Saadeldin, Mohamed, Narayanan, Badri +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets
    2022/07/04 by Paul S. Albert, Eric Arazo, Albert, Paul +5 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  33. Segmentation Enhanced Lameness Detection in Dairy Cows from RGB and Depth Video
    2022/06/09 by Arazo, Eric, Aly, Robin, McGuinness, Kevin · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. 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