Nicholas Watters

11 papers A* 1Journal 8Unranked 2

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