Michael Janner


I am a PhD student in the Berkeley Artificial Intelligence Research lab. I am supported by fellowships from the Open Philanthropy Project and NSF.

Prior to Berkeley, I was an undergraduate at MIT, where I worked in BCS and CSAIL with Professors Joshua Tenenbaum and Regina Barzilay.

email: janner [at] berkeley (dot) edu

Research


Reasoning About Physical Interactions with Object-Oriented Prediction and Planning
Michael Janner, Sergey Levine, William Freeman, Joshua Tenenbaum, Chelsea Finn, Jiajun Wu
International Conference on Learning Representations (ICLR) 2019
Paper / Project Page / Code



Self-Supervised Intrinsic Image Decomposition
Michael Janner, Jiajun Wu, Tejas Kulkarni, Ilker Yildirim, Joshua Tenenbaum
Neural Information Processing Systems (NIPS) 2017
Best Paper at the New England Computer Vision Workshop 2017
Paper / Project Page / Code



Representation Learning for Grounded Spatial Reasoning
Michael Janner, Karthik Narasimhan, Regina Barzilay
Transactions of the Association for Computational Linguistics (TACL) 2017
Paper / Code


Causal and Compositional Generative Models in Online Perception
Ilker Yildirim*, Michael Janner*, Mario Belledonne, Christian Wallraven,
Winrich Freiwald, Joshua Tenenbaum
Annual Meeting of the Cognitive Science Society (CogSci) 2017 (oral)
Slides

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Multiracial, multiemotional face morphable model
Michael Janner
Examples


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