Dhariwal, Prafulla
- Language Models are Few-Shot Learners
2020/05/28 by Tom B. Brown, T. B. Brown, Benjamin Mann +61 · 16 voices · 3609 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- 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
- Proximal Policy Optimization Algorithms
2017/07/20 by Schulman, John, Wolski, Filip, Dhariwal, Prafulla +2 · 2209 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- 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
- Variational Lossy Autoencoder
2016/11/08 by Xi Chen, Chen, Xi, Diederik P. Kingma +13 · 1 voice · 50 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
- GPT-4o System Card
2024/10/25 by OpenAI, A. M. Hurst, : +503 · 1138 citations
Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
- Improved Denoising Diffusion Probabilistic Models
2021/02/18 by Nichol, Alex, Dhariwal, Prafulla · 384 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Consistency Models
2023/03/02 by Yang Song, Prafulla Dhariwal, Song, Yang +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)
- 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
- 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
- Jukebox: A Generative Model for Music
2020/04/30 by Prafulla Dhariwal, Heewoo Jun, Dhariwal, Prafulla +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
- 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
- Point-E: A System for Generating 3D Point Clouds from Complex Prompts
2022/12/16 by Alex Nichol, Nichol, Alex, Heewoo Jun +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)
- Parameter Space Noise for Exploration
2017/06/06 by Matthias Plappert, Plappert, Matthias, Rein Houthooft +15 · 45 citations
Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Sports Analytics and Performance
- GamePad: A Learning Environment for Theorem Proving
2018/06/02 by Huang, Daniel, Dhariwal, Prafulla, Song, Dawn +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Machine Learning (stat.ML)