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INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL


Apr 18, 2022
Homanga Bharadhwaj, Mohammad Babaeizadeh, Dumitru Erhan, Sergey Levine

* Published in International Conference on Learning Representations (ICLR 2022) 

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FitVid: Overfitting in Pixel-Level Video Prediction


Jun 24, 2021
Mohammad Babaeizadeh, Mohammad Taghi Saffar, Suraj Nair, Sergey Levine, Chelsea Finn, Dumitru Erhan


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Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning


Dec 08, 2020
Mohammad Babaeizadeh, Mohammad Taghi Saffar, Danijar Hafner, Harini Kannan, Chelsea Finn, Sergey Levine, Dumitru Erhan


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Model-Based Reinforcement Learning for Atari


Mar 05, 2019
Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Ryan Sepassi, George Tucker, Henryk Michalewski


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VideoFlow: A Flow-Based Generative Model for Video


Mar 04, 2019
Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, Chelsea Finn, Sergey Levine, Laurent Dinh, Durk Kingma


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Adjustable Real-time Style Transfer


Nov 21, 2018
Mohammad Babaeizadeh, Golnaz Ghiasi


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Time Reversal as Self-Supervision


Oct 02, 2018
Suraj Nair, Mohammad Babaeizadeh, Chelsea Finn, Sergey Levine, Vikash Kumar

* 7 pages, 10 figures 

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Stochastic Variational Video Prediction


Mar 06, 2018
Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, Sergey Levine


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Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case


Sep 29, 2017
Faraz Faghri, Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mike A. Nalls, Saurabh Sinha, Roy H. Campbell


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Fast Generation for Convolutional Autoregressive Models


Apr 20, 2017
Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang

* Accepted at ICLR 2017 Workshop 

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