Mohammad Norouzi
Active 2008–2025
- 115
- Papers
- 75,969
- Citations
- 68
- h-index
- 102
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science75.4%
- Engineering9%
- Medicine4.6%
- Biochemistry, Genetics and Molecular Biology2.1%
- Neuroscience1.3%
- Physics and Astronomy1.1%
- Other6.5%
Topics
- Topic Modeling5.9%
- Multimodal Machine Learning Applications5.2%
- Domain Adaptation and Few-Shot Learning4.9%
- Natural Language Processing Techniques4.6%
- Generative Adversarial Networks and Image Synthesis4.4%
- Advanced Image and Video Retrieval Techniques3.3%
- Other71.7%
Coauthors
- David J. Fleet21
- William Chan20
- Chitwan Saharia12
- Jonathan Ho11
- Simon Kornblith10
- Dale Schuurmans9
- Ting Chen8
- Geoffrey E. Hinton7
- George Tucker7
- Ofir Nachum7
- Jaime Valls Miró6
- Quoc V. Le6
- Rishabh Agarwal6
- Samy Bengio6
- Tim Salimans6
- Cosmin Paduraru5
- Gamini Dissanayake5
- George E. Dahl5
- Saurabh Saxena5
- Ziyu Wang5
- Alexander Novikov4
- Donald W. Miller4
- Honglak Lee4
- Nicolas Heess4
All papers
- Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
Authors: Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Raphael Gontijo Lopes, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi - NeurIPS 2022 cited by 8,627
- Imagen Video: High Definition Video Generation with Diffusion Models
Authors: Jonathan Ho, William Chan, Chitwan Saharia, Jay Whang, Ruiqi Gao, Alexey A. Gritsenko, Diederik P. Kingma, Ben Poole, Mohammad Norouzi, David J. Fleet, Tim Salimans - arXiv (Cornell University), CoRR 2022 cited by 1,708
- A Simple Framework for Contrastive Learning of Visual Representations
Authors: Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey E. Hinton - ICML 2020 cited by 25,398
- Image Super-Resolution via Iterative Refinement
Authors: Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2022 cited by 1,639
- Palette: Image-to-Image Diffusion Models
Authors: Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi - Special Interest Group on Computer Graphics and Interactive Techniques Conference Proceedings, SIGGRAPH (Conference Paper Track) 2022 cited by 1,504
- Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Authors: Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Lukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean - arXiv (Cornell University), CoRR 2016 cited by 5,669
- Dream to Control: Learning Behaviors by Latent Imagination
Authors: Danijar Hafner, Timothy P. Lillicrap, Jimmy Ba, Mohammad Norouzi - ICLR 2020 cited by 2,089
- Video Diffusion Models
Authors: Jonathan Ho, Tim Salimans, Alexey A. Gritsenko, William Chan, Mohammad Norouzi, David J. Fleet - NeurIPS 2022 cited by 2,764
- Mastering Atari with Discrete World Models
Authors: Danijar Hafner, Timothy P. Lillicrap, Mohammad Norouzi, Jimmy Ba - ICLR 2021 cited by 1,300
- Cascaded Diffusion Models for High Fidelity Image Generation
Authors: Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans - J. Mach. Learn. Res. 2022 cited by 454
- Neural Combinatorial Optimization with Reinforcement Learning
Authors: Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio - ICLR (Workshop) 2017 cited by 1,855
- Big Self-Supervised Models Advance Medical Image Classification
Authors: Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi - IEEE/CVF International Conference on Computer Vision (ICCV) 2021 cited by 609
- Synthetic Data from Diffusion Models Improves ImageNet Classification
Authors: Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet - Trans. Mach. Learn. Res. 2023 cited by 250
- WaveGrad: Estimating Gradients for Waveform Generation
Authors: Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan - ICLR 2021 cited by 958
- Photorealistic Text-To-Image Diffusion Models with Deep Language Understanding
Authors: William Chan, Emily Denton, David J. Fleet, Kamyar Ghasemipour, Raphael Gontijo Lopes, Jonathan Ho, Burcu Karagol Ayan, Lala Li, Mohammad Norouzi, Chitwan Saharia, Jonathan Ho, Saurabh Saxena, Jay Whang - Advances in Neural Information Processing Systems 35 2022 cited by 156
- Novel View Synthesis with Diffusion Models
Authors: Daniel Watson, William Chan, Ricardo Martin-Brualla, Jonathan Ho, Andrea Tagliasacchi, Mohammad Norouzi - ICLR 2023 cited by 348
- Similarity of Neural Network Representations Revisited
Authors: Simon Kornblith, Mohammad Norouzi, Honglak Lee, Geoffrey E. Hinton - ICML 2019 cited by 2,369
- Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Authors: Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Nenad Tomašev, Jovana Mitrović, Patricia H. Strachan, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Walker, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin D. Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David J. Fleet, Geoffrey E. Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan - Nature Biomedical Engineering 2023 cited by 229
- Big Self-Supervised Models are Strong Semi-Supervised Learners
Authors: Ting Chen, Simon Kornblith, Kevin Swersky, Mohammad Norouzi, Geoffrey E. Hinton - NeurIPS 2020 cited by 2,574
- Monocular Depth Estimation using Diffusion Models
Authors: Saurabh Saxena, Abhishek Kar, Mohammad Norouzi, David J. Fleet - arXiv (Cornell University), CoRR 2023 cited by 87
- Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One
Authors: Will Grathwohl, Kuan-Chieh Wang, Jörn-Henrik Jacobsen, David Duvenaud, Mohammad Norouzi, Kevin Swersky - ICLR 2020 cited by 664
- Denoising Pretraining for Semantic Segmentation
Authors: Emmanuel Asiedu Brempong, Simon Kornblith, Ting Chen, Niki Parmar, Matthias Minderer, Mohammad Norouzi - IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVPR Workshops 2022 cited by 107
- Injectable hydrogel-based drug delivery systems for local cancer therapy
Authors: Mohammad Norouzi, Bahareh Nazari, Donald W. Miller - Drug Discovery Today 2016 cited by 563
- Learning to Efficiently Sample from Diffusion Probabilistic Models
Authors: Daniel Watson, Jonathan Ho, Mohammad Norouzi, William Chan - arXiv (Cornell University), CoRR 2021 cited by 118
