Concepedia

Francesco Locatello

FL

43

Publications

3.3K

Citations

24

H-Index

2017

Active since

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Max Planck Society

Google (United States)

Technical University of Denmark

Francesco Locatello is an author at Max Planck Institute for Intelligent Systems specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningComputer ScienceArtificial IntelligenceStatisticsKnowledge DiscoveryCognitive ScienceSupervised Learning

Publications per year

2017–2023

43

Publications

43

Toward Causal Representation Learning

Bernhard Schölkopf, Francesco Locatello, Stefan Bauer et al. · Proceedings of the IEEE · 2021 · 921 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lučić et al. · arXiv (Cornell University) · 2018 · 611 citations · Full text

Structured Prediction, Cognitive Science, Engineering +15

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lučić et al. · arXiv (Cornell University) · 2018 · 299 citations · Full text

Structured Prediction, Cognitive Science, Engineering +15

Object-Centric Learning with Slot Attention

Francesco Locatello, Dirk Weissenborn, Thomas Unterthiner et al. · arXiv (Cornell University) · 2020 · 217 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Weakly-Supervised Disentanglement Without Compromises

Francesco Locatello, Ben Poole, Gunnar Rätsch et al. · arXiv (Cornell University) · 2020 · 96 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +16

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