Deep Neural Networks Architectures from the Perspective of Manifold Learning
Magai, German
Published in 2023 IEEE 6th International Conference on Pattern Recognition and Artificial Intelligence (PRAI) (18.08.2023)
Published in 2023 IEEE 6th International Conference on Pattern Recognition and Artificial Intelligence (PRAI) (18.08.2023)
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Conference Proceeding
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu's formula
Brilliantov, Kirill, Pavutnitskiy, Fedor, Pasechnyuk, Dmitry, Magai, German
Year of Publication 01.06.2023
Year of Publication 01.06.2023
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Journal Article
Robust AI-Generated Text Detection by Restricted Embeddings
Kuznetsov, Kristian, Tulchinskii, Eduard, Kushnareva, Laida, Magai, German, Barannikov, Serguei, Nikolenko, Sergey, Piontkovskaya, Irina
Year of Publication 10.10.2024
Year of Publication 10.10.2024
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Journal Article
Improving Interpretability and Robustness for the Detection of AI-Generated Images
Gaintseva, Tatiana, Kushnareva, Laida, Magai, German, Piontkovskaya, Irina, Nikolenko, Sergey, Benning, Martin, Barannikov, Serguei, Slabaugh, Gregory
Year of Publication 21.06.2024
Year of Publication 21.06.2024
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Journal Article
Global cognitive graph properties dynamics of hippocampal formation
Sorokin, Konstantin, Zaitsew, Andrey, Levin, Aleksandr, Magai, German, Beketov, Maxim, Sotskov, Vladimir
Year of Publication 07.08.2023
Year of Publication 07.08.2023
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Journal Article
AI-generated text boundary detection with RoFT
Kushnareva, Laida, Gaintseva, Tatiana, Magai, German, Barannikov, Serguei, Abulkhanov, Dmitry, Kuznetsov, Kristian, Tulchinskii, Eduard, Piontkovskaya, Irina, Nikolenko, Sergey
Year of Publication 14.11.2023
Year of Publication 14.11.2023
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Journal Article
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Bernárdez, Guillermo, Telyatnikov, Lev, Montagna, Marco, Baccini, Federica, Papillon, Mathilde, Ferriol-Galmés, Miquel, Hajij, Mustafa, Papamarkou, Theodore, Bucarelli, Maria Sofia, Zaghen, Olga, Mathe, Johan, Myers, Audun, Mahan, Scott, Lillemark, Hansen, Vadgama, Sharvaree, Bekkers, Erik, Doster, Tim, Emerson, Tegan, Kvinge, Henry, Agate, Katrina, Ahmed, Nesreen K, Bai, Pengfei, Banf, Michael, Battiloro, Claudio, Beketov, Maxim, Bogdan, Paul, Carrasco, Martin, Cavallo, Andrea, Choi, Yun Young, Dasoulas, George, Elphick, Matouš, Escalona, Giordan, Filipiak, Dominik, Fritze, Halley, Gebhart, Thomas, Gil-Sorribes, Manel, Goomanee, Salvish, Guallar, Victor, Imasheva, Liliya, Irimia, Andrei, Jin, Hongwei, Johnson, Graham, Kanakaris, Nikos, Koloski, Boshko, Kovač, Veljko, Lecha, Manuel, Lee, Minho, Leroy, Pierrick, Long, Theodore, Magai, German, Martinez, Alvaro, Masden, Marissa, Mežnar, Sebastian, Miquel-Oliver, Bertran, Molina, Alexis, Nikitin, Alexander, Nurisso, Marco, Piekenbrock, Matt, Qin, Yu, Rygiel, Patryk, Salatiello, Alessandro, Schattauer, Max, Snopov, Pavel, Suk, Julian, Sánchez, Valentina, Tec, Mauricio, Vaccarino, Francesco, Verhellen, Jonas, Wantiez, Frederic, Weers, Alexander, Zajec, Patrik, Škrlj, Blaž, Miolane, Nina
Year of Publication 08.09.2024
Year of Publication 08.09.2024
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Journal Article
ICML 2023 Topological Deep Learning Challenge : Design and Results
Papillon, Mathilde, Hajij, Mustafa, Jenne, Helen, Mathe, Johan, Myers, Audun, Papamarkou, Theodore, Birdal, Tolga, Dey, Tamal, Doster, Tim, Emerson, Tegan, Gopalakrishnan, Gurusankar, Govil, Devendra, Guzmán-Sáenz, Aldo, Kvinge, Henry, Livesay, Neal, Mukherjee, Soham, Samaga, Shreyas N, Karthikeyan Natesan Ramamurthy, Maneel Reddy Karri, Rosen, Paul, Sanborn, Sophia, Walters, Robin, Agerberg, Jens, Barikbin, Sadrodin, Battiloro, Claudio, Bazhenov, Gleb, Bernardez, Guillermo, Brent, Aiden, Escalera, Sergio, Fiorellino, Simone, Gavrilev, Dmitrii, Hassanin, Mohammed, Häusner, Paul, Odin Hoff Gardaa, Abdelwahed Khamis, Lecha, Manuel, Magai, German, Malygina, Tatiana, Ballester, Rubén, Nadimpalli, Kalyan, Nikitin, Alexander, Rabinowitz, Abraham, Salatiello, Alessandro, Scardapane, Simone, Scofano, Luca, Singh, Suraj, Sjölund, Jens, Snopov, Pavel, Spinelli, Indro, Telyatnikov, Lev, Testa, Lucia, Yang, Maosheng, Yue, Yixiao, Zaghen, Olga, Zia, Ali, Miolane, Nina
Published in arXiv.org (18.01.2024)
Published in arXiv.org (18.01.2024)
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Paper
Journal Article
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Bernárdez, Guillermo, Telyatnikov, Lev, Montagna, Marco, Baccini, Federica, Papillon, Mathilde, Ferriol-Galmés, Miquel, Hajij, Mustafa, Papamarkou, Theodore, Bucarelli, Maria Sofia, Zaghen, Olga, Mathe, Johan, Myers, Audun, Mahan, Scott, Hansen Lillemark, Vadgama, Sharvaree, Bekkers, Erik, Doster, Tim, Emerson, Tegan, Kvinge, Henry, Agate, Katrina, Ahmed, Nesreen K, Bai, Pengfei, Banf, Michael, Battiloro, Claudio, Beketov, Maxim, Bogdan, Paul, Carrasco, Martin, Cavallo, Andrea, Yun Young Choi, Dasoulas, George, Elphick, Matouš, Escalona, Giordan, Filipiak, Dominik, Halley Fritze, Gebhart, Thomas, Gil-Sorribes, Manel, Goomanee, Salvish, Guallar, Victor, Imasheva, Liliya, Irimia, Andrei, Jin, Hongwei, Johnson, Graham, Kanakaris, Nikos, Koloski, Boshko, Kovač, Veljko, Lecha, Manuel, Lee, Minho, Leroy, Pierrick, Long, Theodore, Magai, German, Martinez, Alvaro, Masden, Marissa, Mežnar, Sebastian, Miquel-Oliver, Bertran, Molina, Alexis, Nikitin, Alexander, Nurisso, Marco, Piekenbrock, Matt, Yu, Qin, Rygiel, Patryk, Salatiello, Alessandro, Schattauer, Max, Snopov, Pavel, Suk, Julian, Sánchez, Valentina, Tec, Mauricio, Vaccarino, Francesco, Verhellen, Jonas, Wantiez, Frederic, Weers, Alexander, Zajec, Patrik, Škrlj, Blaž, Miolane, Nina
Published in arXiv.org (08.09.2024)
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Published in arXiv.org (08.09.2024)
Paper