Chris Burgess
Affiliations:- Wayve, London, UK
- DeepMind, London, UK
- University College London, Cortical Processing Lab, UK
According to our database1,
Chris Burgess
authored at least 18 papers
between 2017 and 2023.
Collaborative distances:
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Timeline
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Bibliography
2023
2021
Constellation: Learning relational abstractions over objects for compositional imagination.
CoRR, 2021
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Unsupervised Object-Based Transition Models For 3D Partially Observable Environments.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
A Heuristic for Unsupervised Model Selection for Variational Disentangled Representation Learning.
CoRR, 2019
COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration.
CoRR, 2019
Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs.
CoRR, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017