Nicholas Watters

MONet: Unsupervised Scene Decomposition and Representation

Christopher Burgess, Nicholas Watters, Rishabh Kabra et al. · arXiv (Cornell University) · 2019 · 194 citations · Full text

Computing, Computer Science, Computer Vision +11

Visual Interaction Networks: Learning a Physics Simulator from Video

Nicholas Watters, Daniel Zoran, Théophane Weber et al. · Neural Information Processing Systems · 2017 · 188 citations

Computing, Computer Science, Physics +16

Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs

Nicholas Watters, Christopher Burgess, Alexander Lerchner · arXiv (Cornell University) · 2019 · 76 citations · Full text

Computing, Computer Science, Computer Vision +16

Visual Interaction Networks

Nicholas Watters, Andrea Tacchetti, Théophane Weber et al. · arXiv (Cornell University) · 2017 · 70 citations · Full text

Computing, Computer Science, Robotics Engineering +15

COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration

Nicholas Watters, Matko Bošnjak, Christopher Burgess et al. · arXiv (Cornell University) · 2019 · 68 citations · Full text

Computing, Autonomous Systems, Computer Science +17