Chitwan Saharia

1. Synthetic Data from Diffusion Models Improves ImageNet Classification
   2023/04/17 by Shekoofeh Azizi, Simon Kornblith, Azizi, Shekoofeh +7 · 2 voices · 27 citations
   Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods #Domain Adaptation and Few-Shot Learning
2. Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
   2022/05/23 by Chitwan Saharia, William Chan, Saharia, Chitwan +25 · 573 citations
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
3. BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
   2018/10/18 by Maxime Chevalier-Boisvert, Chevalier-Boisvert, Maxime, Dzmitry Bahdanau +11 · 2 voices · 35 citations
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
4. Image Super-Resolution via Iterative Refinement
   2021/04/15 by Chitwan Saharia, Jonathan Ho, Saharia, Chitwan +9 · 131 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
5. Imagen Video: High Definition Video Generation with Diffusion Models
   2022/10/05 by Jonathan Ho, William Chan, Ho, Jonathan +19 · 148 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Advanced Image Processing Techniques
6. Palette: Image-to-Image Diffusion Models
   2021/11/10 by Chitwan Saharia, Saharia, Chitwan, William Chan +13 · 93 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
7. Re-Imagen: Retrieval-Augmented Text-to-Image Generator
   2022/09/29 by Wenhu Chen, Chen, Wenhu, Hexiang Hu +5 · 18 citations
   Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
8. TryOnDiffusion: A Tale of Two UNets
   2023/06/14 by Luyang Zhu, Dawei Yang, Zhu, Luyang +13 · 20 citations
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques
9. Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild
   2023/02/15 by Hshmat Sahak, Daniel Watson, Sahak, Hshmat +5 · 4 citations
   Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
10. Character-Aware Models Improve Visual Text Rendering
    2022/12/20 by Rosanne Liu, Dan Garrette, Liu, Rosanne +17 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Multimodal Machine Learning Applications