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Samuli Laine

  1. A Style-Based Generator Architecture for Generative Adversarial Networks
    2018/12/12 by Tero Karras, Samuli Laine, Karras, Tero +3 · 2 voices · 486 citations
    #cs.NE #cs.LG #stat.ML
  2. Analyzing and Improving the Image Quality of StyleGAN
    2019/12/03 by Tero Karras, Karras, Tero, Samuli Laine +9 · 2 voices · 178 citations
    #cs.CV #cs.LG #cs.NE #eess.IV #stat.ML
  3. Noise2Noise: Learning Image Restoration without Clean Data
    2018/03/12 by Jaakko Lehtinen, Lehtinen, Jaakko, Jacob Munkberg +11 · 3 voices · 53 citations
    Computer Science · Earth and Planetary Sciences · Mathematics · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Seismic Imaging and Inversion Techniques #cs.CV #cs.LG #stat.ML
  4. Elucidating the Design Space of Diffusion-Based Generative Models
    2022/06/01 by Tero Karras, Karras, Tero, Miika Aittala +5 · 5 voices · 449 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #cs.CV #cs.AI #cs.LG #cs.NE #stat.ML
  5. Progressive Growing of GANs for Improved Quality, Stability, and Variation
    2017/10/27 by Tero Karras, Timo Aila, Karras, Tero +5 · 221 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
  6. Improved Precision and Recall Metric for Assessing Generative Models
    2019/04/15 by Tuomas Kynkäänniemi, Tero Karras, Kynkäänniemi, Tuomas +7 · 113 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
  7. Temporal Ensembling for Semi-Supervised Learning
    2016/10/07 by Samuli Laine, Laine, Samuli, Timo Aila +1 · 103 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  8. Alias-Free Generative Adversarial Networks
    2021/06/23 by Tero Karras, Miika Aittala, Karras, Tero +11 · 78 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  9. Analyzing and Improving the Training Dynamics of Diffusion Models
    2023/12/05 by Tero Karras, Miika Aittala, Karras, Tero +9 · 90 citations
    Computer Science · Engineering · Materials Science · #Stochastic Gradient Optimization Techniques #Advanced Memory and Neural Computing #Machine Learning in Materials Science
  10. Training Generative Adversarial Networks with Limited Data
    2020/06/11 by Tero Karras, Karras, Tero, Miika Aittala +9 · 56 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Model Reduction and Neural Networks
  11. eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
    2022/11/02 by Yogesh Balaji, Balaji, Yogesh, Seungjun Nah +22 · 63 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  12. StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
    2023/01/23 by Axel Sauer, Tero Karras, Sauer, Axel +7 · 1 voice · 19 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.CV #cs.LG
  13. Guiding a Diffusion Model with a Bad Version of Itself
    2024/06/04 by Tero Karras, Karras, Tero, Miika Aittala +9 · 74 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Neural and Evolutionary Computing (cs.NE)
  14. Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models
    2024/04/11 by Tuomas Kynkäänniemi, Kynkäänniemi, Tuomas, Miika Aittala +9 · 61 citations
    Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #MRI in cancer diagnosis #Generative Adversarial Networks and Image Synthesis
  15. High-Quality Self-Supervised Deep Image Denoising
    2019/01/29 by Samuli Laine, Tero Karras, Laine, Samuli +5 · 8 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  16. Production-Level Facial Performance Capture Using Deep Convolutional\n Neural Networks
    2016/09/21 by Samuli Laine, Laine, Samuli, Tero Karras +13 · 1 voice · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques #Graphics (cs.GR) #Speech and Audio Processing #cs.CV #cs.GR