Cohen, Taco S.

1. Gauge Equivariant Convolutional Networks and the Icosahedral CNN
   2019/02/11 by Cohen, Taco S., Weiler, Maurice, Kicanaoglu, Berkay +1 · 15 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
2. Skip-Convolutions for Efficient Video Processing
   2021/04/23 by Habibian, Amirhossein, Abati, Davide, Cohen, Taco S. +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Learning Discrete Distributions by Dequantization
   2020/01/30 by Emiel Hoogeboom, Taco Cohen, Hoogeboom, Emiel +3 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
4. HexaConv
   2018/03/06 by Hoogeboom, Emiel, Peters, Jorn W. T., Cohen, Taco S. +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Explorations in Homeomorphic Variational Auto-Encoding
   2018/07/12 by Falorsi, Luca, de Haan, Pim, Davidson, Tim R. +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Intertwiners between Induced Representations (with Applications to the Theory of Equivariant Neural Networks)
   2018/03/28 by Cohen, Taco S., Geiger, Mario, Weiler, Maurice · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. A Data and Compute Efficient Design for Limited-Resources Deep Learning
   2020/04/21 by Mirgahney Mohamed, Gabriele Cesa, Mohamed, Mirgahney +5 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #electronic engineering #information engineering
8. Overfitting for Fun and Profit: Instance-Adaptive Data Compression
   2021/01/21 by Ties van Rozendaal, Iris A. M. Huijben, van Rozendaal, Ties +3 · 1 citation
   Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Coding and Compression Technologies
9. Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set
   2021/11/19 by Ties van Rozendaal, van Rozendaal, Ties, Johann Brehmer +7 · 1 citation
   Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Video Coding and Compression Technologies #electronic engineering #information engineering
10. Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks
    2018/07/02 by Jasper Linmans, Linmans, Jasper, Jim Winkens +7 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging