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Prafulla Dhariwal

  1. Language Models are Few-Shot Learners
    2020/05/28 by T. B. Brown, Tom B. Brown, Benjamin Mann +61 · 16 voices · 3609 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  2. Diffusion Models Beat GANs on Image Synthesis
    2021/05/11 by Prafulla Dhariwal, Alex Nichol, Dhariwal, Prafulla +1 · 1 voice · 1028 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #cs.AI #cs.CV #cs.LG #stat.ML
  3. GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
    2021/12/20 by Alex Nichol, Prafulla Dhariwal, Nichol, Alex +13 · 1 voice · 284 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques
  4. Hierarchical Text-Conditional Image Generation with CLIP Latents
    2022/04/13 by Aditya Ramesh, Prafulla Dhariwal, Ramesh, Aditya +7 · 3 voices · 521 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.CV
  5. Variational Lossy Autoencoder
    2016/11/08 by Xi Chen, Diederik P. Kingma, Chen, Xi +13 · 1 voice · 50 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  6. Consistency Models
    2023/03/02 by Yang Song, Song, Yang, Prafulla Dhariwal +5 · 262 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #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)
  7. Glow: Generative Flow with Invertible 1x1 Convolutions
    2018/07/09 by Diederik P. Kingma, Prafulla Dhariwal, Kingma, Diederik P. +1 · 109 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Model Reduction and Neural Networks
  8. Scaling Laws for Autoregressive Generative Modeling
    2020/10/28 by Tom Henighan, Jared Kaplan, Henighan, Tom +35 · 73 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  9. Jukebox: A Generative Model for Music
    2020/04/30 by Prafulla Dhariwal, Dhariwal, Prafulla, Heewoo Jun +9 · 61 citations
    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 Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  10. Improved Techniques for Training Consistency Models
    2023/10/22 by Yang Song, Prafulla Dhariwal, Song, Yang +1 · 88 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Music and Audio Processing
  11. Point-E: A System for Generating 3D Point Clouds from Complex Prompts
    2022/12/16 by Alex Nichol, Heewoo Jun, Nichol, Alex +7 · 68 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
  12. Parameter Space Noise for Exploration
    2017/06/06 by Matthias Plappert, Rein Houthooft, Plappert, Matthias +15 · 45 citations
    Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Sports Analytics and Performance