Alexander Lerchner
Orcid: 0000-0002-4798-150X
According to our database1,
Alexander Lerchner
authored at least 27 papers
between 2003 and 2023.
Collaborative distances:
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Bibliography
2023
2022
Proceedings of the Learning on Graphs Conference, 2022
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
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
PARTS: Unsupervised segmentation with slots, attention and independence maximization.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 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
2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
2006
2005
2004
2003
Proceedings of the Computational Neuroscience: Cortical Dynamics, 2003