Löıc Matthey - Concepedia

Author

Löıc Matthey

Google (United States)

Also Known As

Cussons, Kathryn Martin, Loic Matthey, Loïc Matthey, Löıc Matthey, Matthey, Loic

Publications

5.3K

Citations

H-Index

Concepts

All Affiliations

Google (United States)University College London University of Oxford

About

Löıc Matthey is an author at Google (United States) specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	3.3K
2	Computer Science	7	7	3.3K
3	Data Science	6	6	3.3K
4	Cognitive Science	3	3	72
5	Communication	1	1	14

Löıc Matthey

Publications

3.6K

Citations

H-Index

Page 1

	Year	Citations
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework Irina Higgins, Löıc Matthey, Arka Pal, International Conference on Learning Representations Artificial IntelligenceEngineeringMachine LearningAutoencodersConstrained Variational Framework	2017	3.1K
Understanding disentangling in $\beta$-VAE Christopher Burgess, Irina Higgins, Arka Pal, arXiv (Cornell University)	2018	280
Multi-Object Representation Learning with Iterative Variational Inference Klaus Greff, Raphaël Lopez Kaufman, Rishabh Kabra, arXiv (Cornell University) Scene AnalysisEngineeringMachine LearningRepresentation LearningImage Analysis	2019	78
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille, Tom Eccles, Löıc Matthey, Neural Information Processing Systems Artificial IntelligenceEngineeringMachine LearningAutoencodersShared Embeddings	2018	53
SCAN: Learning Hierarchical Compositional Visual Concepts Irina Higgins, Nicolas Sonnerat, Löıc Matthey, UCL Discovery (University College London) Artificial IntelligenceMultimodal LlmInfinite DiversityCognitive ScienceEngineering	2018	40
Unsupervised Model Selection for Variational Disentangled Representation Learning Sunny Duan, Löıc Matthey, André Saraiva, International Conference on Learning Representations Artificial IntelligenceLarge Ai ModelStructured PredictionEngineeringMachine Learning	2020	19
SCAN: Learning Abstract Hierarchical Compositional Visual Concepts Irina Higgins, Nicolas Sonnerat, Löıc Matthey, arXiv (Cornell University) Artificial IntelligenceGeometric LearningCognitive ScienceEngineeringMachine Learning	2017	18
Aggregation-mediated collective perception and action in a group of miniature robots Grégory Mermoud, Löıc Matthey, William C. Evans, Adaptive Agents and Multi-Agents Systems Artificial IntelligenceAlice Mobile RobotsEngineeringRobotic AgentField Robotics	2010	14

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