Nal Kalchbrenner

1. A Convolutional Neural Network for Modelling Sentences
   2014/04/08 by Nal Kalchbrenner, Edward Grefenstette, Kalchbrenner, Nal +3 · 1 voice · 14 citations
   Computer Science · #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.CL
2. Toward Causal Representation Learning
   2021/02/26 by Bernhard Schölkopf, Bernhard Scholkopf, Francesco Locatello +5 · 167 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Anomaly Detection Techniques and Applications #AI-based Problem Solving and Planning
3. WaveNet: A Generative Model for Raw Audio
   2016/09/12 by Aäron van den Oord, Oord, Aaron van den, Sander Dieleman +15 · 167 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
4. Pixel Recurrent Neural Networks
   2016/01/25 by Aäron van den Oord, Nal Kalchbrenner, Oord, Aaron van den +3 · 153 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques #Advanced Neural Network Applications
5. Conditional Image Generation with PixelCNN Decoders
   2016/06/16 by Aäron van den Oord, Oord, Aaron van den, Nal Kalchbrenner +9 · 140 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
6. Towards Causal Representation Learning
   2021/02/22 by Bernhard Schölkopf, Francesco Locatello, Schölkopf, Bernhard +11 · 2 voices · 13 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
7. Axial Attention in Multidimensional Transformers
   2019/12/20 by Jonathan Ho, Nal Kalchbrenner, Ho, Jonathan +5 · 40 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques
8. Efficient Neural Audio Synthesis
   2018/02/23 by Nal Kalchbrenner, Kalchbrenner, Nal, Erich Elsen +17 · 25 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
9. MetNet: A Neural Weather Model for Precipitation Forecasting
   2020/03/24 by Casper Kaae Sønderby, Lasse Espeholt, Sønderby, Casper Kaae +15 · 22 citations
   Earth and Planetary Sciences · Environmental Science · Computer Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI #Computational Physics and Python Applications
10. Parallel WaveNet: Fast High-Fidelity Speech Synthesis
    2017/11/28 by Aäron van den Oord, Yazhe Li, Oord, Aaron van den +40 · 8 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
11. Deep Learning for Day Forecasts from Sparse Observations
    2023/06/06 by Marcin Andrychowicz, Andrychowicz, Marcin, Lasse Espeholt +13 · 14 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis #Climate variability and models
12. Colorization Transformer
    2021/02/08 by M. P. Pavan Kumar, Dirk Weissenborn, Kumar, Manoj +3 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Image Enhancement Techniques
13. A Spectral Energy Distance for Parallel Speech Synthesis
    2020/08/03 by Alexey A. Gritsenko, Tim Salimans, Gritsenko, Alexey A. +7 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering