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pro vyhledávání: '"Popov, Vadim A."'
Diffusion models are known to be vulnerable to outliers in training data. In this paper we study an alternative diffusion loss function, which can preserve the high quality of generated data like the original squared $L_{2}$ loss while at the same ti
Externí odkaz:
http://arxiv.org/abs/2403.16728
Autor:
Popov, Vadim, Vovk, Ivan, Gogoryan, Vladimir, Sadekova, Tasnima, Kudinov, Mikhail, Wei, Jiansheng
Voice conversion is a common speech synthesis task which can be solved in different ways depending on a particular real-world scenario. The most challenging one often referred to as one-shot many-to-many voice conversion consists in copying the targe
Externí odkaz:
http://arxiv.org/abs/2109.13821
Recently, denoising diffusion probabilistic models and generative score matching have shown high potential in modelling complex data distributions while stochastic calculus has provided a unified point of view on these techniques allowing for flexibl
Externí odkaz:
http://arxiv.org/abs/2105.06337
Autor:
Popov, Vadim, Kudinov, Mikhail
Cross-entropy loss is a common choice when it comes to multiclass classification tasks and language modeling in particular. Minimizing this loss results in language models of very good quality. We show that it is possible to fine-tune these models an
Externí odkaz:
http://arxiv.org/abs/1811.04623
One of the big challenges in machine learning applications is that training data can be different from the real-world data faced by the algorithm. In language modeling, users' language (e.g. in private messaging) could change in a year and be complet
Externí odkaz:
http://arxiv.org/abs/1712.07473
Autor:
Vergote, Ignace, Scambia, Giovanni, Park, Sang Yoon, Song, Yong Sang, Makarova, Yulia, Trinidad, Joshua, Ngan, Hextan Yuen Sheung, Bamias, Aristotelis, Aravantinos, Gerasimos, Nam, Joo-Hyun, Gorbunova, Vera, Krikunova, Ludmila, Bae, Duk-Soo, Arija, Jose Angel Arranz, Mirza, Mansoor Raza, Zamagni, Claudio, Papandreou, Christos, Raspagliesi, Francesco, Lisyanskaya, Alla, Benzaquen, Ana Oaknin, Tognon, Germana, Ortega, Eugenia, Herraez, Antonio Casado, Buscema, Joseph, Green, Andrew, Burger, Robert, Sakaeva, Dina, Sanchez, Andres Redondo, Ghamande, Sharad, King, Laurel, Petru, Edgar, Peen, Ulla, Takeuchi, Satoshi, Ushijima, Kimio, Martin, Antonio Gonzalez, Kamelle, Scott, Carney, Michael, Marth, Christian, Forget, Frédéric, Bentley, James, Sehouli, Jalid, Colombo, Nicoletta, Zola, Paolo, Kato, Hidenori, Fadeeva, Natalya, Gotovkin, Evgeny, Vladimirov, Vladimir, Marin, Margarita Romeo, Alia, Eva Guerra, Shahin, Mark, Bhoola, Snehalkumar, Tewari, Krishnansu, Anderson, Daniel, Honhon, Brigitte, Pelgrims, Joseph (Gino), Oza, Amit, Jimenez, Jesus Garcia-Donas, Hansen, Vincent, O'Malley, David, Benjamin, Ivor, Renard, Vincent, Van den Bulck, Heidi, Meier, Werner, Haenle, Claudia, Koumakis, Georgios, Yokota, Harushige, Popov, Vadim, Bradley, William, Wenham, Robert, Reid, Robert, McNamara, Donna, Friedman, Richard, Barlin, Joyce, Spirtos, Nicola, Chapman, Julia, Sevelda, Paul, Huizing, Manon, Lamot, Caroline, Goffin, Frédéric, Hondt, Lionel D, Covens, Allan, Spadafora, Silvana, Rautenberg, Beate, Reimer, Toralf, Möbus, Volker, Hilpert, Felix, Gropp-Meier, Martina, Savarese, Antonella, Pignata, Sandro, Verderame, Francesco, Mizuno, Mika, Takano, Hirokuni, Ottevanger, Petronella, Velasco, Andres Poveda, Palacio-Vazquez, Isabel, Law, Amy, McIntyre, Kristi, Teneriello, Michael, Fields, Abbie, Lentz, Samuel, Street, Daron, Schwartz, Benjamin, Mannel, Robert, Lim, Peter, Pulaski, Heather, Janni, Wolfgang, Zorr, Andreas, Karck, Ulrich, Cheng, Ashley Chi Kin, Sorio, Roberto, Gridelli, Cesare, Aoki, Daisuke, Oishi, Tetsuro, Hirashima, Yasuyuki, Boere, Ingrid, Ferrer, Esther Falco, Braly, Patricia, Wilks, Sharon, Lee, Christine, Schilder, Jeanne, Veljovich, Dan, Secord, Angeles, Davis, Kevin, Rojas-Espaillat, Luis, Lele, Shashikant, DePasquale, Stephen, Squatrito, Robert, Schauer, Christian, Dirix, Luc, Vuylsteke, Peter, Joosens, Eric, Provencher, Diane, Lueck, Hans-Joachim, Hein, Alexander, Burges, Alexander, Canzler, Ulrich, Park-Simon, Tjoung-Won, Griesinger, Frank, Gadducci, Angiolo, Alabiso, Oscar, Okamoto, Aikou, Sawasaki, Takashi, Saito, Toshiaki, Ibañez, Ana Herrero, Calomeni, Coralia, Spillman, Monique, Choksi, Janak, Taylor, Nicholas, Muller, Carolyn, Moore, David, DiSilvestro, Paul, Cunningham, Mary, Rose, Peter, Oppelt, Peter, Verhoeven, Didier, Graas, Marie-Pascale, Ghatage, Prafull, Tonkin, Katia, Kurzeder, Christian, Schnappauf, Benjamin, Müller, Volkmar, Schmalzrie, Hannah, Kalofonos, Haralambos, Bruzzone, Milena, Kroep, Judith, Diaz, Cristina Caballero, Garcia, Jeronimo Martinez, Polo, Susana Hernando, Garrison, Mitchell, Rocconi, Rodney, Andrews, Stephen, Bristow, Robert, McHale, Michael, Basil, Jack, Houck III, William, Bell, Maria, Cosin, Jonathan, Modesitt, Susan, Kendrick, James, Wade III, James, Wong, Cheung, Evans, Anthony, Buekers, Thomas, Vanderkwaak, Timothy, Ferriss, James, Darus, Christopher, DAndre, Stacy, Higgins, Robert, Monk, Bradley, Bakkum-Gamez, Jamie, DeMars, Leslie, Van Le, Linda, Puls, Larry, Trehan, Shruti, LaPolla, James, Michelson, Elizabeth Dickson, Merchant, Joseph, Peterson, Christopher, Reid, Gary, Seago, Donald, Zweizig, Susan, Gajewski, Walter, Panwalkar, Amit, Leikermoser, Rudolf, Bogner, Gerhard, Debruyne, Philip, D'hondt, Randal, Berteloot, Patrick, Kerger, Joseph, Biagi, James, Castonguay, Vincent, Welch, Stephen, Muhic, Aida, Heubner, Martin, Grischke, Eva-Maria, Rack, Brigitte, Fleisch, Markus, Lordick, Florian, Pectasides, Dimitrios, Ho, Wing Ming, Selvaggi, Luigi, Vasquez, Flavia Morales, Villanueva, William Orlando Brito, Alavez, Alejandro Molina, Kessels, Lonneke, Bertran, Ana Santaballa, Fernandez, Cesar Mendiola, Fabregat, Miguel Beltran, Del Prete, Salvatore, Elkas, John, Cecchi, Gary, Kumar, Pallavi, Huh, Warner, Messing, Mark, Karimi, Misagh, Kelley, Ann, Edraki, Babak, Mutch, David, Leiserowitz, Gary, Anderson, Jeanne, Lentz, Scott, Chambers, Setsuko, Morris, Robert, Waggoner, Steven, Gordon, Alan, Method, Michael, Johnson, Peter, Lord, Raymond, Drake, Janet, Sivarajan, Kulumani, Midathada, Madhu, Rice, Kristen, Wadsworth, Troy, Pavelka, James, Edwards, Robert, Miller, David Scott, Ford, Patricia Locantore, Hurteau, Jean, Bender, David, Schimp, Veronica, Creasman, William, Lerner, Rachel, Chamberlain, Donald, Kueck, Angela, McDonald, John, Malad, Salman, Robinson-Bennett, Bernice, Davidson, Susan, Krivak, Thomas, Lestingi, Timothy, Arango, Hector, Berard, Paul, Finkelstein, Karen, Gaur, Rakesh, Krasner, Carolyn, Ueland, Frederick, Talmage, Lance, Yamada, Seiko, Sutton, Gregory, Potkul, Ronald, Prasad-Hayes, Monica, Osborne, Janet, Celano, Paul, Thigpen, James, Sharma, Sudarshan, Schilder, Russell, Tammela, Jonathan, Kemeny, Mary, Brown, Amy, Eisenhauer, Eric, Williams, James, Rowland, Kendrith, Nahum, Kenneth, Burke, James, Dar, Zahid, Fleming, Nicole, Gibb, Randall, Guirguis, Alfred, Herzog, Thomas, John, Veena, Kumar, Santhosh, Kamat, Aparna, Kassar, Mohamad, Leitao, Mario, Levine, Lyuba, Mendez, Luis, Patel, Dhimant, Berry, Emily, Warshal, David, Wolf, Judith, Zarwan, Corrine, Collins, Yvonne, Spitzer, Gary, Miller, Brigitte, Einstein, Mark, O'Malley, David M, Van Calster, Ben, Park, Sang-Yoon, del Campo, Josep M, Wenham, Robert M, Covens, Al, Raza Mirza, Mansoor, Kroep, Judith R, Ma, Haijun, Pickett, Cheryl A, Monk, Bradley J
Publikováno v:
In The Lancet Oncology June 2019 20(6):862-876
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Publikováno v:
In Journal of Molecular Graphics and Modelling January 2017 71:211-217
Publikováno v:
E Journal of Cardiovascular Medicine; 2023, Vol. 11 Issue 4, p127-138, 12p
Autor:
Tomasello, Salvatore Davide, Boukhris, Marouane, Ganyukov, Vladimir, Galassi, Alfredo R., Shukevich, Dmitri, Haes, Boris, Kochergin, Nikita, Tarasov, Roman, Popov, Vadim, Barbarash, Leonid
Publikováno v:
In Heart & Lung - The Journal of Acute and Critical Care July-August 2015 44(4):309-313