Mohammad Norouzi

145 papers A* 42A 2B 1Journal 80Unranked 19

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Character-Aware Models Improve Visual Text Rendering. ACL (1) Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Constant
2023	J	`jnl`	Image Super-Resolution via Iterative Refinement. IEEE Trans. Pattern Anal. Mach. Intell. Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi
2023	A*	`conf`	Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. CVPR Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan
2023	J	`jnl`	Monocular Depth Estimation using Diffusion Models. CoRR Saurabh Saxena, Abhishek Kar, Mohammad Norouzi, David J. Fleet
2023	A*	`conf`	Novel View Synthesis with Diffusion Models. ICLR Daniel Watson, William Chan, Ricardo Martin-Brualla, Jonathan Ho, Andrea Tagliasacchi, Mohammad Norouzi
2023	J	`jnl`	Synthetic Data from Diffusion Models Improves ImageNet Classification. CoRR Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet
2023	J	`jnl`	Synthetic Data from Diffusion Models Improves ImageNet Classification. Trans. Mach. Learn. Res. Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet
2023	A*	`conf`	The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation. NeurIPS Saurabh Saxena, Charles Herrmann, Junhwa Hur, Abhishek Kar, Mohammad Norouzi, Deqing Sun, David J. Fleet
2023	J	`jnl`	The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation. CoRR Saurabh Saxena, Charles Herrmann, Junhwa Hur, Abhishek Kar, Mohammad Norouzi, Deqing Sun, David J. Fleet
2023	A*	`conf`	TryOnDiffusion: A Tale of Two UNets. CVPR Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman
2023	J	`jnl`	TryOnDiffusion: A Tale of Two UNets. CoRR Luyang Zhu, Dawei Yang, Tyler Zhu, Fitsum Reda, William Chan, Chitwan Saharia, Mohammad Norouzi, Ira Kemelmacher-Shlizerman
2022	J	`jnl`	Cascaded Diffusion Models for High Fidelity Image Generation. J. Mach. Learn. Res. Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans
2022	J	`jnl`	Character-Aware Models Improve Visual Text Rendering. CoRR Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Constant
2022	J	`jnl`	Decoder Denoising Pretraining for Semantic Segmentation. CoRR Emmanuel Asiedu Brempong, Simon Kornblith, Ting Chen, Niki Parmar, Matthias Minderer, Mohammad Norouzi
2022	J	`jnl`	Decoder Denoising Pretraining for Semantic Segmentation. Trans. Mach. Learn. Res. Emmanuel Asiedu Brempong, Simon Kornblith, Ting Chen, Niki Parmar, Matthias Minderer, Mohammad Norouzi
2022	—	`conf`	Denoising Pretraining for Semantic Segmentation. CVPR Workshops Emmanuel Asiedu Brempong, Simon Kornblith, Ting Chen, Niki Parmar, Matthias Minderer, Mohammad Norouzi
2022	J	`jnl`	Generate, Annotate, and Learn: NLP with Synthetic Text. Trans. Assoc. Comput. Linguistics Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi
2022	J	`jnl`	Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. CoRR Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan
2022	J	`jnl`	Imagen Video: High Definition Video Generation with Diffusion Models. CoRR 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
2022	A*	`conf`	Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality. ICLR Daniel Watson, William Chan, Jonathan Ho, Mohammad Norouzi
2022	J	`jnl`	Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality. CoRR Daniel Watson, William Chan, Jonathan Ho, Mohammad Norouzi
2022	A*	`conf`	Meta-Learning Fast Weight Language Models. EMNLP Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi
2022	J	`jnl`	Meta-Learning Fast Weight Language Models. CoRR Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi
2022	J	`jnl`	Novel View Synthesis with Diffusion Models. CoRR Daniel Watson, William Chan, Ricardo Martin-Brualla, Jonathan Ho, Andrea Tagliasacchi, Mohammad Norouzi
2022	—	`conf`	Palette: Image-to-Image Diffusion Models. SIGGRAPH (Conference Paper Track) Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi
2022	A*	`conf`	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. NeurIPS Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily L. Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi
2022	J	`jnl`	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. CoRR 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
2022	J	`jnl`	Robust and Efficient Medical Imaging with Self-Supervision. CoRR Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zachary Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Gregory S. Corrado, Dale R. Webster, David J. Fleet, Geoffrey E. Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan
2022	A*	`conf`	Video Diffusion Models. NeurIPS Jonathan Ho, Tim Salimans, Alexey A. Gritsenko, William Chan, Mohammad Norouzi, David J. Fleet
2022	J	`jnl`	Video Diffusion Models. CoRR Jonathan Ho, Tim Salimans, Alexey A. Gritsenko, William Chan, Mohammad Norouzi, David J. Fleet
2021	A*	`conf`	Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization. ICLR Michael R. Zhang, Thomas Paine, Ofir Nachum, Cosmin Paduraru, George Tucker, Ziyu Wang, Mohammad Norouzi
2021	J	`jnl`	Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization. CoRR Michael R. Zhang, Tom Le Paine, Ofir Nachum, Cosmin Paduraru, George Tucker, Ziyu Wang, Mohammad Norouzi
2021	A*	`conf`	Benchmarks for Deep Off-Policy Evaluation. ICLR Justin Fu, Mohammad Norouzi, Ofir Nachum, George Tucker, Ziyu Wang, Alexander Novikov, Mengjiao Yang, Michael R. Zhang, Yutian Chen, Aviral Kumar, Cosmin Paduraru, Sergey Levine, Tom Le Paine
2021	J	`jnl`	Benchmarks for Deep Off-Policy Evaluation. CoRR Justin Fu, Mohammad Norouzi, Ofir Nachum, George Tucker, Ziyu Wang, Alexander Novikov, Mengjiao Yang, Michael R. Zhang, Yutian Chen, Aviral Kumar, Cosmin Paduraru, Sergey Levine, Tom Le Paine
2021	A*	`conf`	Big Self-Supervised Models Advance Medical Image Classification. ICCV Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi
2021	J	`jnl`	Big Self-Supervised Models Advance Medical Image Classification. CoRR Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi
2021	J	`jnl`	Cascaded Diffusion Models for High Fidelity Image Generation. CoRR Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans
2021	J	`jnl`	Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation. CoRR Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi
2021	J	`jnl`	Image Super-Resolution via Iterative Refinement. CoRR Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi
2021	J	`jnl`	Learning to Efficiently Sample from Diffusion Probabilistic Models. CoRR Daniel Watson, Jonathan Ho, Mohammad Norouzi, William Chan
2021	A*	`conf`	Mastering Atari with Discrete World Models. ICLR Danijar Hafner, Timothy P. Lillicrap, Mohammad Norouzi, Jimmy Ba
2021	A*	`conf`	No MCMC for me: Amortized sampling for fast and stable training of energy-based models. ICLR Will Sussman Grathwohl, Jacob Jin Kelly, Milad Hashemi, Mohammad Norouzi, Kevin Swersky, David Duvenaud
2021	J	`jnl`	Palette: Image-to-Image Diffusion Models. CoRR Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi
2021	J	`jnl`	SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network. CoRR William Chan, Daniel S. Park, Chris A. Lee, Yu Zhang, Quoc V. Le, Mohammad Norouzi
2021	A	`conf`	WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis. Interspeech Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan
2021	J	`jnl`	WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis. CoRR Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, Najim Dehak, William Chan
2021	A*	`conf`	WaveGrad: Estimating Gradients for Waveform Generation. ICLR Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan
2021	A*	`conf`	Why Do Better Loss Functions Lead to Less Transferable Features? NeurIPS Simon Kornblith, Ting Chen, Honglak Lee, Mohammad Norouzi
2020	A*	`conf`	A Simple Framework for Contrastive Learning of Visual Representations. ICML Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey E. Hinton
2020	J	`jnl`	A Simple Framework for Contrastive Learning of Visual Representations. CoRR Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey E. Hinton
2020	A*	`conf`	An Optimistic Perspective on Offline Reinforcement Learning. ICML Rishabh Agarwal, Dale Schuurmans, Mohammad Norouzi
2020	A*	`conf`	Big Self-Supervised Models are Strong Semi-Supervised Learners. NeurIPS Ting Chen, Simon Kornblith, Kevin Swersky, Mohammad Norouzi, Geoffrey E. Hinton
2020	J	`jnl`	Big Self-Supervised Models are Strong Semi-Supervised Learners. CoRR Ting Chen, Simon Kornblith, Kevin Swersky, Mohammad Norouzi, Geoffrey E. Hinton
2020	A*	`conf`	Dream to Control: Learning Behaviors by Latent Imagination. ICLR Danijar Hafner, Timothy P. Lillicrap, Jimmy Ba, Mohammad Norouzi
2020	A*	`conf`	Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. ACL Xuanli He, Gholamreza Haffari, Mohammad Norouzi
2020	J	`jnl`	Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. CoRR Xuanli He, Gholamreza Haffari, Mohammad Norouzi
2020	A*	`conf`	Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation. NeurIPS Sajad Norouzi, David J. Fleet, Mohammad Norouzi
2020	J	`jnl`	Exemplar VAEs for Exemplar based Generation and Data Augmentation. CoRR Sajad Norouzi, David J. Fleet, Mohammad Norouzi
2020	A*	`conf`	Imputer: Sequence Modelling via Imputation and Dynamic Programming. ICML William Chan, Chitwan Saharia, Geoffrey E. Hinton, Mohammad Norouzi, Navdeep Jaitly
2020	J	`jnl`	Imputer: Sequence Modelling via Imputation and Dynamic Programming. CoRR William Chan, Chitwan Saharia, Geoffrey E. Hinton, Mohammad Norouzi, Navdeep Jaitly
2020	J	`jnl`	Mastering Atari with Discrete World Models. CoRR Danijar Hafner, Timothy P. Lillicrap, Mohammad Norouzi, Jimmy Ba
2020	A*	`conf`	Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards. NeurIPS Yijie Guo, Jongwook Choi, Marcin Moczulski, Shengyu Feng, Samy Bengio, Mohammad Norouzi, Honglak Lee
2020	—	`conf`	NASA Neural Articulated Shape Approximation. ECCV (7) Boyang Deng, John P. Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey E. Hinton, Mohammad Norouzi, Andrea Tagliasacchi
2020	J	`jnl`	NiLBS: Neural Inverse Linear Blend Skinning. CoRR Timothy Jeruzalski, David I. W. Levin, Alec Jacobson, Paul Lalonde, Mohammad Norouzi, Andrea Tagliasacchi
2020	J	`jnl`	No MCMC for me: Amortized sampling for fast and stable training of energy-based models. CoRR Will Grathwohl, Jacob Kelly, Milad Hashemi, Mohammad Norouzi, Kevin Swersky, David Duvenaud
2020	—	`conf`	Non-Autoregressive Machine Translation with Latent Alignments. EMNLP (1) Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi
2020	J	`jnl`	Non-Autoregressive Machine Translation with Latent Alignments. CoRR Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi
2020	A*	`conf`	RL Unplugged: A Collection of Benchmarks for Offline Reinforcement Learning. NeurIPS Çaglar Gülçehre, Ziyu Wang, Alexander Novikov, Thomas Paine, Sergio Gómez Colmenarejo, Konrad Zolna, Rishabh Agarwal, Josh Merel, Daniel J. Mankowitz, Cosmin Paduraru, Gabriel Dulac-Arnold, Jerry Li, Mohammad Norouzi, Matthew Hoffman, Nicolas Heess, Nando de Freitas
2020	J	`jnl`	RL Unplugged: Benchmarks for Offline Reinforcement Learning. CoRR Çaglar Gülçehre, Ziyu Wang, Alexander Novikov, Tom Le Paine, Sergio Gómez Colmenarejo, Konrad Zolna, Rishabh Agarwal, Josh Merel, Daniel J. Mankowitz, Cosmin Paduraru, Gabriel Dulac-Arnold, Jerry Li, Mohammad Norouzi, Matt Hoffman, Ofir Nachum, George Tucker, Nicolas Heess, Nando de Freitas
2020	A*	`conf`	SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. ICLR Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen
2020	J	`jnl`	SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. CoRR Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen
2020	J	`jnl`	WaveGrad: Estimating Gradients for Waveform Generation. CoRR Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan
2020	J	`jnl`	What's in a Loss Function for Image Classification? CoRR Simon Kornblith, Honglak Lee, Ting Chen, Mohammad Norouzi
2020	A*	`conf`	Your classifier is secretly an energy based model and you should treat it like one. ICLR Will Grathwohl, Kuan-Chieh Wang, Jörn-Henrik Jacobsen, David Duvenaud, Mohammad Norouzi, Kevin Swersky
2019	—	`conf`	Contingency-Aware Exploration in Reinforcement Learning. ICLR (Poster) Jongwook Choi, Yijie Guo, Marcin Moczulski, Junhyuk Oh, Neal Wu, Mohammad Norouzi, Honglak Lee
2019	A*	`conf`	Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse. NeurIPS James Lucas, George Tucker, Roger B. Grosse, Mohammad Norouzi
2019	J	`jnl`	Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse. CoRR James Lucas, George Tucker, Roger B. Grosse, Mohammad Norouzi
2019	J	`jnl`	Dream to Control: Learning Behaviors by Latent Imagination. CoRR Danijar Hafner, Timothy P. Lillicrap, Jimmy Ba, Mohammad Norouzi
2019	J	`jnl`	Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy. CoRR Yijie Guo, Jongwook Choi, Marcin Moczulski, Samy Bengio, Mohammad Norouzi, Honglak Lee
2019	A*	`conf`	Learning to Generalize from Sparse and Underspecified Rewards. ICML Rishabh Agarwal, Chen Liang, Dale Schuurmans, Mohammad Norouzi
2019	J	`jnl`	Learning to Generalize from Sparse and Underspecified Rewards. CoRR Rishabh Agarwal, Chen Liang, Dale Schuurmans, Mohammad Norouzi
2019	J	`jnl`	NASA: Neural Articulated Shape Approximation. CoRR Timothy Jeruzalski, Boyang Deng, Mohammad Norouzi, John P. Lewis, Geoffrey E. Hinton, Andrea Tagliasacchi
2019	—	`conf`	Optimal Completion Distillation for Sequence Learning. ICLR (Poster) Sara Sabour, William Chan, Mohammad Norouzi
2019	A*	`conf`	Similarity of Neural Network Representations Revisited. ICML Simon Kornblith, Mohammad Norouzi, Honglak Lee, Geoffrey E. Hinton
2019	J	`jnl`	Similarity of Neural Network Representations Revisited. CoRR Simon Kornblith, Mohammad Norouzi, Honglak Lee, Geoffrey E. Hinton
2019	J	`jnl`	Striving for Simplicity in Off-policy Deep Reinforcement Learning. CoRR Rishabh Agarwal, Dale Schuurmans, Mohammad Norouzi
2019	—	`conf`	Understanding Posterior Collapse in Generative Latent Variable Models. DGS@ICLR James Lucas, George Tucker, Roger B. Grosse, Mohammad Norouzi
2019	A*	`conf`	Understanding the Impact of Entropy on Policy Optimization. ICML Zafarali Ahmed, Nicolas Le Roux, Mohammad Norouzi, Dale Schuurmans
2019	J	`jnl`	Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One. CoRR Will Grathwohl, Kuan-Chieh Wang, Jörn-Henrik Jacobsen, David Duvenaud, Mohammad Norouzi, Kevin Swersky
2018	J	`jnl`	Contingency-Aware Exploration in Reinforcement Learning. CoRR Jongwook Choi, Yijie Guo, Marcin Moczulski, Junhyuk Oh, Neal Wu, Mohammad Norouzi, Honglak Lee
2018	A*	`conf`	Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning. NeurIPS Supasorn Suwajanakorn, Noah Snavely, Jonathan Tompson, Mohammad Norouzi
2018	J	`jnl`	Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning. CoRR Supasorn Suwajanakorn, Noah Snavely, Jonathan Tompson, Mohammad Norouzi
2018	—	`conf`	Embedding Text in Hyperbolic Spaces. TextGraphs@NAACL-HLT Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl
2018	J	`jnl`	Embedding Text in Hyperbolic Spaces. CoRR Bhuwan Dhingra, Christopher J. Shallue, Mohammad Norouzi, Andrew M. Dai, George E. Dahl
2018	A*	`conf`	Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing. NeurIPS Chen Liang, Mohammad Norouzi, Jonathan Berant, Quoc V. Le, Ni Lao
2018	J	`jnl`	Memory Augmented Policy Optimization for Program Synthesis with Generalization. CoRR Chen Liang, Mohammad Norouzi, Jonathan Berant, Quoc V. Le, Ni Lao
2018	J	`jnl`	Neural Program Synthesis with Priority Queue Training. CoRR Daniel A. Abolafia, Mohammad Norouzi, Quoc V. Le
2018	J	`jnl`	Optimal Completion Distillation for Sequence Learning. CoRR Sara Sabour, William Chan, Mohammad Norouzi
2018	J	`jnl`	Parallel Architecture and Hyperparameter Search via Successive Halving and Classification. CoRR Manoj Kumar, George E. Dahl, Vijay Vasudevan, Mohammad Norouzi
2018	—	`conf`	QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension. ICLR (Poster) Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le
2018	J	`jnl`	QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension. CoRR Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le
2018	B	`conf`	Sequence to Sequence Mixture Model for Diverse Machine Translation. CoNLL Xuanli He, Gholamreza Haffari, Mohammad Norouzi
2018	J	`jnl`	Sequence to Sequence Mixture Model for Diverse Machine Translation. CoRR Xuanli He, Gholamreza Haffari, Mohammad Norouzi
2018	A*	`conf`	Smoothed Action Value Functions for Learning Gaussian Policies. ICML Ofir Nachum, Mohammad Norouzi, George Tucker, Dale Schuurmans
2018	J	`jnl`	Smoothed Action Value Functions for Learning Gaussian Policies. CoRR Ofir Nachum, Mohammad Norouzi, George Tucker, Dale Schuurmans
2018	A*	`conf`	The Importance of Generation Order in Language Modeling. EMNLP Nicolas Ford, Daniel Duckworth, Mohammad Norouzi, George E. Dahl
2018	J	`jnl`	The Importance of Generation Order in Language Modeling. CoRR Nicolas Ford, Daniel Duckworth, Mohammad Norouzi, George E. Dahl
2018	—	`conf`	Trust-PCL: An Off-Policy Trust Region Method for Continuous Control. ICLR (Poster) Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans
2018	J	`jnl`	Understanding the impact of entropy on policy optimization. CoRR Zafarali Ahmed, Nicolas Le Roux, Mohammad Norouzi, Dale Schuurmans
2017	—	`conf`	Bridging the Gap Between Value and Policy Based Reinforcement Learning. NIPS Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans
2017	J	`jnl`	Bridging the Gap Between Value and Policy Based Reinforcement Learning. CoRR Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans
2017	A*	`conf`	Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs. ICML Michael Gygli, Mohammad Norouzi, Anelia Angelova
2017	J	`jnl`	Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs. CoRR Michael Gygli, Mohammad Norouzi, Anelia Angelova
2017	J	`jnl`	Detecting Cancer Metastases on Gigapixel Pathology Images. CoRR Yun Liu, Krishna Gadepalli, Mohammad Norouzi, George E. Dahl, Timo Kohlberger, Aleksey Boyko, Subhashini Venugopalan, Aleksei Timofeev, Philip Q. Nelson, Gregory S. Corrado, Jason D. Hipp, Lily Peng, Martin C. Stumpe
2017	A*	`conf`	Device Placement Optimization with Reinforcement Learning. ICML Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean
2017	J	`jnl`	Device Placement Optimization with Reinforcement Learning. CoRR Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean
2017	—	`conf`	Filtering Variational Objectives. NIPS Chris J. Maddison, Dieterich Lawson, George Tucker, Nicolas Heess, Mohammad Norouzi, Andriy Mnih, Arnaud Doucet, Yee Whye Teh
2017	J	`jnl`	Filtering Variational Objectives. CoRR Chris J. Maddison, Dieterich Lawson, George Tucker, Nicolas Heess, Mohammad Norouzi, Andriy Mnih, Arnaud Doucet, Yee Whye Teh
2017	—	`conf`	Improving Policy Gradient by Exploring Under-appreciated Rewards. ICLR (Poster) Ofir Nachum, Mohammad Norouzi, Dale Schuurmans
2017	J	`jnl`	N-gram Language Modeling using Recurrent Neural Network Estimation. CoRR Ciprian Chelba, Mohammad Norouzi, Samy Bengio
2017	A*	`conf`	Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders. ICML Jesse H. Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Mohammad Norouzi, Douglas Eck, Karen Simonyan
2017	J	`jnl`	Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders. CoRR Jesse H. Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Douglas Eck, Karen Simonyan, Mohammad Norouzi
2017	—	`conf`	Neural Combinatorial Optimization with Reinforcement Learning. ICLR (Workshop) Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio
2017	A	`conf`	PixColor: Pixel Recursive Colorization. BMVC Sergio Guadarrama, Ryan Dahl, David Bieber, Jonathon Shlens, Mohammad Norouzi, Kevin Murphy
2017	J	`jnl`	PixColor: Pixel Recursive Colorization. CoRR Sergio Guadarrama, Ryan Dahl, David Bieber, Mohammad Norouzi, Jonathon Shlens, Kevin Murphy
2017	A*	`conf`	Pixel Recursive Super Resolution. ICCV Ryan Dahl, Mohammad Norouzi, Jonathon Shlens
2017	J	`jnl`	Pixel Recursive Super Resolution. CoRR Ryan Dahl, Mohammad Norouzi, Jonathon Shlens
2017	J	`jnl`	Trust-PCL: An Off-Policy Trust Region Method for Continuous Control. CoRR Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans
2016	—	`—`	Compact Discrete Representations for Scalable Similarity Search. Mohammad Norouzi
2016	J	`jnl`	Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. CoRR 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
2016	J	`jnl`	Improving Policy Gradient by Exploring Under-appreciated Rewards. CoRR Ofir Nachum, Mohammad Norouzi, Dale Schuurmans
2016	J	`jnl`	Neural Combinatorial Optimization with Reinforcement Learning. CoRR Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, Samy Bengio
2016	—	`conf`	Reward Augmented Maximum Likelihood for Neural Structured Prediction. NIPS Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans
2016	J	`jnl`	Reward Augmented Maximum Likelihood for Neural Structured Prediction. CoRR Mohammad Norouzi, Samy Bengio, Zhifeng Chen, Navdeep Jaitly, Mike Schuster, Yonghui Wu, Dale Schuurmans
2015	J	`jnl`	CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits. CoRR Mohammad Norouzi, Maxwell D. Collins, David J. Fleet, Pushmeet Kohli
2015	—	`conf`	Efficient Non-greedy Optimization of Decision Trees. NIPS Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson, David J. Fleet, Pushmeet Kohli
2015	J	`jnl`	Efficient non-greedy optimization of decision trees. CoRR Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson, David J. Fleet, Pushmeet Kohli
2014	J	`jnl`	Fast Exact Search in Hamming Space With Multi-Index Hashing. IEEE Trans. Pattern Anal. Mach. Intell. Mohammad Norouzi, Ali Punjani, David J. Fleet
2014	—	`conf`	Zero-Shot Learning by Convex Combination of Semantic Embeddings. ICLR Mohammad Norouzi, Tomás Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg Corrado, Jeffrey Dean
2013	A*	`conf`	Cartesian K-Means. CVPR Mohammad Norouzi, David J. Fleet
2013	J	`jnl`	Fast Exact Search in Hamming Space with Multi-Index Hashing. CoRR Mohammad Norouzi, Ali Punjani, David J. Fleet
2012	A*	`conf`	Fast search in Hamming space with multi-index hashing. CVPR Mohammad Norouzi, Ali Punjani, David J. Fleet
2012	—	`conf`	Hamming Distance Metric Learning. NIPS Mohammad Norouzi, David J. Fleet, Ruslan Salakhutdinov
2011	A*	`conf`	Minimal Loss Hashing for Compact Binary Codes. ICML Mohammad Norouzi, David J. Fleet
2009	A*	`conf`	Stacks of convolutional Restricted Boltzmann Machines for shift-invariant feature learning. CVPR Mohammad Norouzi, Mani Ranjbar, Greg Mori