Nicholas Watters

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 10

Top Topics

Interaction Networks

Top Venues

Publications

Jason Li, Nicholas Watters, Hansem Sohn, Mehrdad Jazayeri
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. Gaze Meets ML (2022)
Jason Li, Nicholas Watters, Yingting Wang, Hansem Sohn, Mehrdad Jazayeri
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task. CoRR (2022)
Nicholas Watters, Joshua B. Tenenbaum, Mehrdad Jazayeri
Modular Object-Oriented Games: A Task Framework for Reinforcement Learning, Psychology, and Neuroscience. CoRR (2021)
Nicholas Watters, Loic Matthey, Matko Bosnjak, Christopher P. Burgess, Alexander Lerchner
COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration. CoRR (2019)
Nicholas Watters, Loïc Matthey, Christopher P. Burgess, Alexander Lerchner
Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs. CoRR (2019)
Sunny Duan, Nicholas Watters, Loic Matthey, Christopher P. Burgess, Alexander Lerchner, Irina Higgins
A Heuristic for Unsupervised Model Selection for Variational Disentangled Representation Learning. CoRR (2019)
Christopher P. Burgess, Loïc Matthey, Nicholas Watters, Rishabh Kabra, Irina Higgins, Matthew Botvinick, Alexander Lerchner
MONet: Unsupervised Scene Decomposition and Representation. CoRR (2019)
Alessandro Achille, Tom Eccles, Loïc Matthey, Christopher Burgess, Nicholas Watters, Alexander Lerchner, Irina Higgins
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies. NeurIPS (2018)
Nicholas Watters, Daniel Zoran, Theophane Weber, Peter W. Battaglia, Razvan Pascanu, Andrea Tacchetti
Visual Interaction Networks: Learning a Physics Simulator from Video. NIPS (2017)
Nicholas Watters, Andrea Tacchetti, Theophane Weber, Razvan Pascanu, Peter W. Battaglia, Daniel Zoran
Visual Interaction Networks. CoRR (2017)
Nicholas Watters, George N. Reeke
Neuronal Spike Train Entropy Estimation by History Clustering. Neural Comput. 26 (9) (2014)