Mohammad Norouzi
- Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
2016/09/26 by Yonghui Wu, Wu, Yonghui, Mike Schuster +62 · 2 voices · 381 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Pixel Recursive Super Resolution
2017/02/02 by Ryan Dahl, Mohammad Norouzi, Dahl, Ryan +3 · 4 voices · 3 citations
#cs.CV #cs.LG
- Dream to Control: Learning Behaviors by Latent Imagination
2019/12/03 by Danijar Hafner, Hafner, Danijar, Timothy Lillicrap +5 · 2 voices · 187 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.RO
- Mastering Atari with Discrete World Models
2020/10/05 by Danijar Hafner, Hafner, Danijar, Timothy Lillicrap +5 · 2 voices · 114 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
- A Simple Framework for Contrastive Learning of Visual Representations
2020/02/13 by Ting Chen, Chen, Ting, Simon Kornblith +5 · 1153 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
- Synthetic Data from Diffusion Models Improves ImageNet Classification
2023/04/17 by Shekoofeh Azizi, Azizi, Shekoofeh, Simon Kornblith +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
- Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
2022/05/23 by Chitwan Saharia, William Chan, Saharia, Chitwan +25 · 570 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
- Video Diffusion Models
2022/04/07 by Jonathan Ho, Tim Salimans, Ho, Jonathan +9 · 308 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- WaveGrad: Estimating Gradients for Waveform Generation
2020/09/02 by Nanxin Chen, Chen, Nanxin, Yu Zhang +9 · 1 voice · 42 citations
Computer Science · Engineering · Mathematics · Physics and Astronomy · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
- Image Super-Resolution via Iterative Refinement
2021/04/15 by Chitwan Saharia, Saharia, Chitwan, Jonathan Ho +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
- 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
- Palette: Image-to-Image Diffusion Models
2021/11/10 by Chitwan Saharia, William Chan, Saharia, Chitwan +13 · 92 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
- Neural Combinatorial Optimization with Reinforcement Learning
2016/11/29 by Irwan Bello, Bello, Irwan, Hieu Pham +7 · 53 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research
- Big Self-Supervised Models are Strong Semi-Supervised Learners
2020/06/17 by Ting Chen, Chen, Ting, Simon Kornblith +7 · 81 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
2017/04/05 by Jesse Engel, Engel, Jesse, Cinjon Resnick +11 · 43 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
- Bridging the Gap Between Value and Policy Based Reinforcement Learning
2017/02/28 by Ofir Nachum, Mohammad Norouzi, Nachum, Ofir +5 · 44 citations
Computer Science · #Reinforcement Learning in Robotics
- Big Self-Supervised Models Advance Medical Image Classification
2021/01/13 by Shekoofeh Azizi, Basil Mustafa, Azizi, Shekoofeh +21 · 21 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Cancer-related molecular mechanisms research #Mycobacterium research and diagnosis
- Novel View Synthesis with Diffusion Models
2022/10/06 by Daniel Watson, Watson, Daniel, William Chan +9 · 20 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
- The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
2023/06/02 by Saurabh Saxena, Charles Herrmann, Saxena, Saurabh +11 · 1 voice · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Cell Image Analysis Techniques #cs.CV
- TryOnDiffusion: A Tale of Two UNets
2023/06/14 by Luyang Zhu, Zhu, Luyang, Dawei Yang +13 · 20 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques
- Device Placement Optimization with Reinforcement Learning
2017/06/13 by Azalia Mirhoseini, Hieu Pham, Mirhoseini, Azalia +17 · 13 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Reinforcement Learning in Robotics
- Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
2019/11/06 by James Lucas, Lucas, James, George Tucker +5 · 10 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Zero-Shot Learning by Convex Combination of Semantic Embeddings
2013/12/19 by Mohammad Norouzi, Norouzi, Mohammad, Tomáš Mikolov +13 · 8 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Learning to Efficiently Sample from Diffusion Probabilistic Models
2021/06/07 by Daniel Watson, Watson, Daniel, Jonathan Ho +5 · 12 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #Generative Adversarial Networks and Image Synthesis
- Reward Augmented Maximum Likelihood for Neural Structured Prediction
2016/09/01 by Mohammad Norouzi, Norouzi, Mohammad, Samy Bengio +11 · 9 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning
2018/07/05 by Supasorn Suwajanakorn, Noah Snavely, Suwajanakorn, Supasorn +5 · 13 citations
Computer Science · #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
- Learning Fast Samplers for Diffusion Models by Differentiating Through Sample Quality
2022/02/11 by Daniel Watson, Watson, Daniel, William Chan +5 · 9 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Trust-PCL: An Off-Policy Trust Region Method for Continuous Control
2017/07/06 by Ofir Nachum, Mohammad Norouzi, Nachum, Ofir +5 · 8 citations
Computer Science · #Reinforcement Learning in Robotics #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications
- Monocular Depth Estimation using Diffusion Models
2023/02/28 by Saurabh Saxena, Saxena, Saurabh, Abhishek Kar +5 · 7 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- An Optimistic Perspective on Offline Reinforcement Learning
2019/07/10 by Rishabh Agarwal, Dale Schuurmans, Mohammad Norouzi · 1 voice
#cs.LG #cs.AI #stat.ML
- NASA: Neural Articulated Shape Approximation
2019/12/06 by Boyang Deng, JP Lewis, Deng, Boyang +11 · 4 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG)
- 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
- Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation
2020/05/03 by Xuanli He, Gholamreza Haffari, He, Xuanli +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Parallel Architecture and Hyperparameter Search via Successive Halving and Classification
2018/05/25 by M. N. Anil Kumar, George E. Dahl, Kumar, Manoj +5 · 2 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Algorithms and Data Compression
- QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
2018/04/23 by Adams Wei Yu, D. Dohan, Yu, Adams Wei +12 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Contingency-Aware Exploration in Reinforcement Learning
2018/11/05 by Jongwook Choi, Yijie Guo, Choi, Jongwook +11 · 1 citation
Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Evolutionary Algorithms and Applications