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Golkov, Vladimir

  1. FlowNet: Learning Optical Flow with Convolutional Networks
    2015/04/26 by Philipp Fischer, Alexey Dosovitskiy, Fischer, Philipp +15 · 101 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.4.8 #Machine Learning (cs.LG) #Retinal Imaging and Analysis
  2. Clustering with Deep Learning: Taxonomy and New Methods
    2018/01/23 by Elie Aljalbout, Vladimir Golkov, Aljalbout, Elie +5 · 19 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Advanced Clustering Algorithms Research #Data Stream Mining Techniques
  3. Regularization for Deep Learning: A Taxonomy
    2017/10/29 by Kukačka, Jan, Golkov, Vladimir, Cremers, Daniel · 7 citations
    #62M45 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.5 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  4. Scale-Equivariant Deep Learning for 3D Data
    2023/04/12 by Thomas Wimmer, Wimmer, Thomas, Vladimir Golkov +9 · 2 citations
    Computer Science · Engineering · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis
  5. q-Space Novelty Detection with Variational Autoencoders
    2018/06/08 by Vasilev, Aleksei, Golkov, Vladimir, Meissner, Marc +5 · 1 citation
    #62F15 #62G07 #62M45 #68T30 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #G.3 #H.3.3 #I.2.4 #I.2.6 #I.4.6 #I.5 #I.5.4 #J.3 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  6. Speech Synthesis and Control Using Differentiable DSP
    2020/10/28 by Giorgio Fabbro, Fabbro, Giorgio, Vladimir Golkov +5 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  7. Deep Learning for Virtual Screening: Five Reasons to Use ROC Cost\n Functions
    2020/06/25 by Vladimir Golkov, Golkov, Vladimir, Alexander Becker +16 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #62F07 (Secondary) #68T07 (Primary) 62H30 #68T10 #92E99 #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #G.3 #Genetics, Bioinformatics, and Biomedical Research #I.2.1 #I.2.6 #I.5.1 #J.3 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
  8. How to Choose a Reinforcement-Learning Algorithm
    2024/07/30 by Bongratz, Fabian, Golkov, Vladimir, Mautner, Lukas +5 · 2 citations
    #62M45 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.2.8 #I.5.1 #Machine Learning (cs.LG) #Machine Learning (stat.ML)