Paulina Grnarova

According to our database, Paulina Grnarova authored at least 10 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A Game-theoretic Approach to Generative Modeling.

Paulina Grnarova

PhD thesis, 2021

Generative Minimization Networks: Training GANs Without Competition.

Paulina Grnarova, Yannic Kilcher, Kfir Y. Levy, Aurélien Lucchi, Thomas Hofmann

CoRR, 2021

2019

A Domain Agnostic Measure for Monitoring and Evaluating GANs.

Paulina Grnarova, Kfir Y. Levy, Aurélien Lucchi, Nathanaël Perraudin, Ian Goodfellow, Thomas Hofmann, Andreas Krause

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Evaluating GANs via Duality.

Paulina Grnarova, Kfir Y. Levy, Aurélien Lucchi, Nathanaël Perraudin, Thomas Hofmann, Andreas Krause

CoRR, 2018

Defending Against Adversarial Attacks by Leveraging an Entire GAN.

Gokula Krishnan Santhanam, Paulina Grnarova

CoRR, 2018

An Online Learning Approach to Generative Adversarial Networks.

Paulina Grnarova, Kfir Y. Levy, Aurélien Lucchi, Thomas Hofmann, Andreas Krause

Proceedings of the 6th International Conference on Learning Representations, 2018

Neural Multi-step Reasoning for Question Answering on Semi-structured Tables.

Till Haug, Octavian-Eugen Ganea, Paulina Grnarova

Proceedings of the Advances in Information Retrieval, 2018

2016

Neural Document Embeddings for Intensive Care Patient Mortality Prediction.

Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland, Carsten Eickhoff

CoRR, 2016

A maximum-likelihood approach for building cell-type trees by lifting.

Nishanth Ulhas Nair, Laura Hunter, Mingfu Shao, Paulina Grnarova, Yu Lin, Philipp Bucher, Bernard M. E. Moret

BMC Genom., 2016

2014

Study of cell differentiation by phylogenetic analysis using histone modification data.

Nishanth Ulhas Nair, Yu Lin, Ana Manasovska, Jelena Antic, Paulina Grnarova, Avinash Das Sahu, Philipp Bucher, Bernard M. E. Moret

BMC Bioinform., 2014