Polina Zablotskaia

According to our database, Polina Zablotskaia authored at least 10 papers between 2016 and 2023.

Collaborative distances:

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

2023

Calibrating Likelihoods towards Consistency in Summarization Models.

Polina Zablotskaia, Misha Khalman, Rishabh Joshi, Livio Baldini Soares, Shoshana Jakobovits, Joshua Maynez, Shashi Narayan

CoRR, 2023

Theoretical and Practical Perspectives on what Influence Functions Do.

Andrea Schioppa, Katja Filippova, Ivan Titov, Polina Zablotskaia

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study.

Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Z. Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Breaking BERT: Evaluating and Optimizing Sparsified Attention.

Siddhartha Brahma, Polina Zablotskaia, David Mimno

CoRR, 2022

"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification.

Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia, Anders Sandholm, Katja Filippova

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Scaling Up Influence Functions.

Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

PROVIDE: a probabilistic framework for unsupervised video decomposition.

Polina Zablotskaia, Edoardo A. Dominici, Leonid Sigal, Andreas M. Lehrmann

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Unsupervised Video Decomposition using Spatio-temporal Iterative Inference.

Polina Zablotskaia, Edoardo A. Dominici, Leonid Sigal, Andreas M. Lehrmann

CoRR, 2020

2019

DwNet: Dense warp-based network for pose-guided human video generation.

Polina Zablotskaia, Aliaksandr Siarohin, Bo Zhao, Leonid Sigal

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2016

On Impact of Weather on Human Mobility in Cities.

Jun Pang, Polina Zablotskaia, Yang Zhang

Proceedings of the Web Information Systems Engineering - WISE 2016, 2016