Serguei Barannikov

Orcid: 0000-0002-9323-0651

According to our database1, Serguei Barannikov authored at least 16 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA.
CoRR, 2024

Improving Interpretability and Robustness for the Detection of AI-Generated Images.
CoRR, 2024

Disentanglement Learning via Topology.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Robust AI-Generated Text Detection by Restricted Embeddings.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Scalar Function Topology Divergence: Comparing Topology of 3D Objects.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques.
CoRR, 2023

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Topological Data Analysis for Speech Processing.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Learning topology-preserving data representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Representation Topology Divergence: A Method for Comparing Neural Network Representations.
Proceedings of the International Conference on Machine Learning, 2022

Acceptability Judgements via Examining the Topology of Attention Maps.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Homological assessment of data representations.
Proceedings of the Fourteenth International Conference on Machine Vision, 2021

Artificial Text Detection via Examining the Topology of Attention Maps.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Topological obstructions in neural networks learning.
CoRR, 2020

2019
Barcodes as summary of objective function's topology.
CoRR, 2019


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