Prafulla Dhariwal
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Music and Audio Processing, Natural Language Processing Techniques, Model Reduction and Neural Networks, Multimodal Machine Learning Applications
Most-Cited Works
- → Language Models are Few-Shot Learners(2020)3,027 cited
- → Hierarchical Text-Conditional Image Generation with CLIP Latents(2022)2,265 cited
- → Diffusion Models Beat GANs on Image Synthesis(2021)2,167 cited
- → GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models(2021)997 cited
- → Improved Denoising Diffusion Probabilistic Models(2021)412 cited
- → Parameter Space Noise for Exploration(2017)364 cited
- → Variational Lossy Autoencoder(2016)257 cited
- → Glow: Generative Flow with Invertible 1x1 Convolutions(2018)179 cited
- → Point-E: A System for Generating 3D Point Clouds from Complex Prompts(2022)157 cited
- → Scaling Laws for Autoregressive Generative Modeling(2020)149 cited