MN
Mohammad Norouzi
cs.LGcs.CVcs.AIstat.MLcs.CLcs.SDcs.GReess.AScs.NEeess.IV
On Valency
published · living versionsW_zb7r6dq8·v1 · currentpublished
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
with Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le +26
1 version
Preprints & journals
73 papers in the corpus · 2013–2023Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.37291435 · Azizi, Shekoofeh, Culp, Laura, Freyberg, Jan et al.2023 · 256 citationsNature biomedical engineering. 2023;7(6):756-779
TryOnDiffusion: A Tale of Two UNets2306.08276v1 · Luyang Zhu, Dawei Yang, Tyler Zhu et al.2023 · 129 citationsarXiv
Character-Aware Models Improve Visual Text Rendering2212.10562v2 · Rosanne Liu, Dan Garrette, Chitwan Saharia et al.2022 · 31 citationsarXiv
Synthetic Data from Diffusion Models Improves ImageNet Classification2304.08466v1 · Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia et al.2023 · 78 citationsarXiv
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting2212.06909v2 · Su Wang, Chitwan Saharia, Ceslee Montgomery et al.2022 · 160 citationsarXiv
Image Super-Resolution via Iterative Refinement.36094974 · Saharia, Chitwan, Ho, Jonathan, Chan, William et al.2023 · 1,789 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(4):4713-4726
Monocular Depth Estimation using Diffusion Models2302.14816v1 · Saurabh Saxena, Abhishek Kar, Mohammad Norouzi et al.2023 · 25 citationsarXiv
Meta-Learning Fast Weight Language Models2212.02475v1 · Kevin Clark, Kelvin Guu, Ming-Wei Chang et al.2022 · 3 citationsarXiv
Novel View Synthesis with Diffusion Models2210.04628v1 · Daniel Watson, William Chan, Ricardo Martin-Brualla et al.2022 · 63 citationsarXiv
Imagen Video: High Definition Video Generation with Diffusion Models2210.02303v1 · Jonathan Ho, William Chan, Chitwan Saharia et al.2022 · 346 citationsarXiv
Robust and Efficient Medical Imaging with Self-Supervision2205.09723v2 · Shekoofeh Azizi, Laura Culp, Jan Freyberg et al.2022 · 32 citationsarXiv
Generate, Annotate, and Learn: NLP with Synthetic Text2106.06168v3 · Xuanli He, Islam Nassar, Jamie Kiros et al.2021 · 40 citationsarXiv
Decoder Denoising Pretraining for Semantic Segmentation2205.11423v1 · Emmanuel Brempong Asiedu, Simon Kornblith, Ting Chen et al.2022 · 10 citationsarXiv
Palette: Image-to-Image Diffusion Models2111.05826v2 · Chitwan Saharia, William Chan, Huiwen Chang et al.2021 · 1,636 citationsarXiv
Mastering Atari with Discrete World Models2010.02193v4 · Danijar Hafner, Timothy Lillicrap, Mohammad Norouzi et al.2020 · 23 citationsarXiv
Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality2202.05830v1 · Daniel Watson, William Chan, Jonathan Ho et al.2022 · 22 citationsarXiv
Cascaded Diffusion Models for High Fidelity Image Generation2106.15282v3 · Jonathan Ho, Chitwan Saharia, William Chan et al.2021 · 448 citationsarXiv
Why Do Better Loss Functions Lead to Less Transferable Features?2010.16402v2 · Simon Kornblith, Ting Chen, Honglak Lee et al.2020 · 1 citationarXiv
Image Super-Resolution via Iterative Refinement2104.07636v2 · Chitwan Saharia, Jonathan Ho, William Chan et al.2021 · 1,789 citationsarXiv
WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis2106.09660v2 · Nanxin Chen, Yu Zhang, Heiga Zen et al.2021 · 44 citationsarXiv
Learning to Efficiently Sample from Diffusion Probabilistic Models2106.03802v1 · Daniel Watson, Jonathan Ho, Mohammad Norouzi et al.2021 · 48 citationsarXiv
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization2104.13877v1 · Michael R. Zhang, Tom Le Paine, Ofir Nachum et al.2021 · 12 citationsarXiv
SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network2104.02133v3 · William Chan, Daniel Park, Chris Lee et al.2021 · 74 citationsarXiv
Big Self-Supervised Models Advance Medical Image Classification2101.05224v2 · Shekoofeh Azizi, Basil Mustafa, Fiona Ryan et al.2021 · 663 citationsarXiv
Benchmarks for Deep Off-Policy Evaluation2103.16596v1 · Justin Fu, Mohammad Norouzi, Ofir Nachum et al.2021 · 30 citationsarXiv
RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning2006.13888v4 · Caglar Gulcehre, Ziyu Wang, Alexander Novikov et al.2020 · 9 citationsarXiv
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards1907.10247v3 · Yijie Guo, Jongwook Choi, Marcin Moczulski et al.2019 · 14 citationsarXiv
An Optimistic Perspective on Offline Reinforcement Learning1907.04543v4 · Rishabh Agarwal, Dale Schuurmans, Mohammad Norouzi2019 · 95 citationsProceedings of the 37th International Conference on Machine Learning, PMLR 119:104-114, 2020
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation2004.04795v3 · Sajad Norouzi, David J. Fleet, Mohammad Norouzi2020 · 14 citationsarXiv
Non-Autoregressive Machine Translation with Latent Alignments2004.07437v3 · Chitwan Saharia, William Chan, Saurabh Saxena et al.2020 · 115 citationsarXiv
Big Self-Supervised Models are Strong Semi-Supervised Learners2006.10029v2 · Ting Chen, Simon Kornblith, Kevin Swersky et al.2020 · 465 citationsarXiv
WaveGrad: Estimating Gradients for Waveform Generation2009.00713v2 · Nanxin Chen, Yu Zhang, Heiga Zen et al.2020 · 44 citationsarXiv
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One1912.03263v3 · Will Grathwohl, Kuan-Chieh Wang, Jorn-Henrik Jacobsen et al.2019 · 184 citationsarXiv
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation2005.06606v2 · Xuanli He, Gholamreza Haffari, Mohammad Norouzi2020 · 34 citationsarXiv
SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models2004.00353v2 · Yucen Luo, Alex Beatson, Mohammad Norouzi et al.2020 · 16 citationsarXiv
A Simple Framework for Contrastive Learning of Visual Representations2002.05709v3 · Ting Chen, Simon Kornblith, Mohammad Norouzi et al.2020 · 7,181 citationsarXiv
Learning to Generalize from Sparse and Underspecified Rewards1902.07198v4 · Rishabh Agarwal, Chen Liang, Dale Schuurmans et al.2019 · 70 citationsProceedings of the 36th International Conference on Machine Learning, PMLR 97:130-140, 2019
Detecting Cancer Metastases on Gigapixel Pathology Images1703.02442v2 · Yun Liu, Krishna Gadepalli, Mohammad Norouzi et al.2017 · 524 citationsMICCAI Tutorial (2017)
Imputer: Sequence Modelling via Imputation and Dynamic Programming2002.08926v2 · William Chan, Chitwan Saharia, Geoffrey Hinton et al.2020 · 23 citationsarXiv
NiLBS: Neural Inverse Linear Blend Skinning2004.05980v1 · Timothy Jeruzalski, David I.W. Levin, Alec Jacobson et al.2020 · 16 citationsarXiv
Dream to Control: Learning Behaviors by Latent Imagination1912.01603v3 · Danijar Hafner, Timothy Lillicrap, Jimmy Ba et al.2019 · 131 citationsarXiv
Artificial Intelligence-Based Breast Cancer Nodal Metastasis Detection: Insights Into the Black Box for Pathologists.30295070 · Liu, Yun, Kohlberger, Timo, Norouzi, Mohammad et al.2020 · 406 citationsArchives of pathology & laboratory medicine. 2019;143(7):859-868
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse1911.02469v1 · James Lucas, George Tucker, Roger Grosse et al.2019 · 18 citationsarXiv
Similarity of Neural Network Representations Revisited1905.00414v4 · Simon Kornblith, Mohammad Norouzi, Honglak Lee et al.2019 · 536 citationsarXiv
Understanding the impact of entropy on policy optimization1811.11214v5 · Zafarali Ahmed, Nicolas Le Roux, Mohammad Norouzi et al.2018 · 44 citationsarXiv
Contingency-Aware Exploration in Reinforcement Learning1811.01483v3 · Jongwook Choi, Yijie Guo, Marcin Moczulski et al.2018 · 63 citationsarXiv
Optimal Completion Distillation for Sequence Learning1810.01398v2 · Sara Sabour, William Chan, Mohammad Norouzi2018 · 5 citationsarXiv
Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning1807.03146v2 · Supasorn Suwajanakorn, Noah Snavely, Jonathan Tompson et al.2018 · 130 citationsarXiv
Sequence to Sequence Mixture Model for Diverse Machine Translation1810.07391v1 · Xuanli He, Gholamreza Haffari, Mohammad Norouzi2018 · 51 citationsarXiv
The Importance of Generation Order in Language Modeling1808.07910v1 · Nicolas Ford, Daniel Duckworth, Mohammad Norouzi et al.2018 · 24 citationsarXiv
Career total: 109 works. 73 are in this corpus.Showing the 50 most recent.
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