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German Magai
German Magai
Noeon Research, HSE University
Verified email at hse.ru
Title
Cited by
Cited by
Year
Topology and geometry of data manifold in deep learning
G Magai, A Ayzenberg
arXiv preprint arXiv:2204.08624, 2022
162022
Deep neural networks architectures from the perspective of manifold learning
G Magai
2023 IEEE 6th International Conference on Pattern Recognition and Artificial …, 2023
72023
ICML 2023 topological deep learning challenge: design and results
M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ...
Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023
52023
Ai-generated text boundary detection with roft
L Kushnareva, T Gaintseva, G Magai, S Barannikov, D Abulkhanov, ...
1st Conference on Language Modeling (COLM) 2024, 2024
32024
Robust ai-generated text detection by restricted embeddings
K Kuznetsov, E Tulchinskii, L Kushnareva, G Magai, S Barannikov, ...
arXiv preprint arXiv:2410.08113, 2024
22024
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ...
arXiv preprint arXiv:2409.05211, 2024
12024
Improving Interpretability and Robustness for the Detection of AI-Generated Images
T Gaintseva, L Kushnareva, G Magai, I Piontkovskaya, S Nikolenko, ...
arXiv preprint arXiv:2406.15035, 2024
12024
Estimating the Transfer Learning Ability of a Deep Neural Networks by Means of Representations
GI Magai, AA Soroka
International Conference on Neuroinformatics, 479-488, 2023
12023
Chordal Embeddings Based on Topology of the Tonal Space
A Ayzenberg, M Beketov, A Burashnikova, G Magai, A Polevoi, I Shanin, ...
International Conference on Computational Intelligence in Music, Sound, Art …, 2023
12023
Study of Foundation Models Knowledge Representations: Geometry Perspective
G Magai, A Soroka
International Conference on Neuroinformatics, 101-111, 2024
2024
Artificial Text Boundary Detection with Topological Data Analysis and Sliding Window Techniques
L Kushnareva, T Gaintseva, G Magai, S Barannikov, D Abulkhanov, ...
arXiv preprint arXiv:2311.08349, 2023
2023
Global cognitive graph properties dynamics of hippocampal formation
K Sorokin, A Zaitsew, A Levin, G Magai, M Beketov, V Sotskov
International Conference on Data Analytics and Management in Data Intensive …, 2023
2023
Coverings by open and closed hemispheres
A Ayzenberg, M Beketov, G Magai
arXiv preprint arXiv:2310.02827, 2023
2023
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula
K Brilliantov, F Pavutnitskiy, D Pasechnyuk, G Magai
arXiv preprint arXiv:2306.16951, 2023
2023
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