Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks

Autor: Rabadán, Miquel Martí i, Pieropan, Alessandro, Azizpour, Hossein, Maki, Atsuto

We propose Dense FixMatch, a simple method for online semi-supervised learning of dense and structured prediction tasks combining pseudo-labeling and consistency regularization via strong data augmentation. We enable the application of FixMatch in se

Externí odkaz: http://arxiv.org/abs/2210.09919

An analysis of over-sampling labeled data in semi-supervised learning with FixMatch

Autor: Rabadán, Miquel Martí i, Bujwid, Sebastian, Pieropan, Alessandro, Azizpour, Hossein, Maki, Atsuto

Publikováno v: Vol. 3 (2022): Proceedings of the Northern Lights Deep Learning Workshop 2022

Most semi-supervised learning methods over-sample labeled data when constructing training mini-batches. This paper studies whether this common practice improves learning and how. We compare it to an alternative setting where each mini-batch is unifor

Externí odkaz: http://arxiv.org/abs/2201.00604

Lèxic procedent dels productes i objectes de la botiga de l'apotecari i especier valencià Bernat Planell (1465)

Autor: Joaquim Martí i Mestre

Publikováno v: Llengua & Literatura, Iss 34 (2024)

La lexicologia històrica pot extraure un gran rendiment dels inventaris de béns dels protocols notarials. Tot i que els diccionaris històrics catalans els han tingut en compte, considerant la gran quantitat de protocols i d’inventaris manuscrits

Externí odkaz: https://doaj.org/article/31cc0643550a4d1a8deddab6c7578f70

Does being a female member of parliament make a difference? Perceptions of gender, rights and freedoms in Latin America

Autor: Salvador Martí i Puig, Macià Serra, Gemma Ubasart-González

Publikováno v: Revista CIDOB d'Afers Internacionals, Iss 127, Pp 147-172 (2021)

The paper explores the perceptions of the parliamentary elites in 17 Latin American countries on moral and gender issues through surveys conducted between 2012 and 2019. In particular, it analyses opinions on inequality between men and women, public

Externí odkaz: https://doaj.org/article/76ab6f2856be4ffcb870a01987e91343

A Layer Correlation technique for pion energy calibration at the 2004 ATLAS Combined Beam Test

Autor: Abat, E., Abdallah, J. M., Addy, T. N., Adragna, P., Aharrouche, M., Ahmad, A., Akesson, T. P. A., Aleksa, M., Alexa, C., Anderson, K., Andreazza, A., Anghinolfi, F., Antonaki, A., Arabidze, G., Arik, E., Atkinson, T., Baines, J., Baker, O. K., Banfi, D., Baron, S., Barr, A. J., Beccherle, R., Beck, H. P., Belhorma, B., Bell, P. J., Benchekroun, D., Benjamin, D. P., Benslama, K., Kuutmann, E. Bergeaas, Bernabeu, J., Bertelsen, H., Binet, S., Biscarat, C., Boldea, V., Bondarenko, V. G., Boonekamp, M., Bosman, M., Bourdarios, C., Broklova, Z., Chromek, D. Burckhart, Bychkov, V., Callahan, J., Calvet, D., Canneri, M., Garrido, M. Capeáns, Caprini, M., Sas, L. Cardiel, Carli, T., Carminati, L., Carvalho, J., Cascella, M., Castillo, M. V., Catinaccio, A., Cauz, D., Cavalli, D., Sforza, M. Cavalli, Cavasinni, V., Cetin, S. A., Chen, H., Cherkaoui, R., Chevalier, L., Chevallier, F., Chouridou, S., Ciobotaru, M., Citterio, M., Clark, A., Cleland, B., Cobal, M., Cogneras, E., Muino, P. Conde, Consonni, M., Constantinescu, S., Cornelissen, T., Correard, S., Radu, A. Corso, Costa, G., Costa, M. J., Costanzo, D., Cuneo, S., Cwetanski, P., Da Silva, D., Dam, M., Dameri, M., Danielsson, H. O., Dannheim, D., Darbo, G., Davidek, T., De, K., Defay, P. O., Dekhissi, B., Del Peso, J., Del Prete, T., Delmastro, M., Derue, F., Di Ciaccio, L., Di Girolamo, B., Dita, S., Dittus, F., Djama, F., Djobava, T., Dobos, D., Dobson, M., Dolgoshein, B. A., Dotti, A., Drake, G., Drasal, Z., Dressnandt, N., Driouchi, C., Drohan, J., Ebenstein, W. L., Eerola, P., Efthymiopoulos, I., Egorov, K., Eifert, T. F., Einsweiler, K., Kacimi, M. El, Elsing, M., Emelyanov, D., Escobar, C., Etienvre, A. I., Fabich, A., Facius, K., Fakhr-Edine, A. I., Fanti, M., Farbin, A., Farthouat, P., Fassouliotis, D., Fayard, L., Febbraro, R., Fedin, O. L., Fenyuk, A., Fergusson, D., Ferrari, P., Ferrari, R., Ferreira, B. C., Ferrer, A., Ferrere, D., Filippini, G., Flick, T., Fournier, D., Francavilla, P., Francis, D., Froeschl, R., Froidevaux, D., Fullana, E., Gadomski, S., Gagliardi, G., Gagnon, P., Gallas, M., Gallop, B. J., Gameiro, S., Gan, K. K., Garcia, R., Garcia, C., Gavrilenko, I. L., Gemme, C., Gerlach, P., Ghodbane, N., Giakoumopoulou, V., Giangiobbe, V., Giokaris, N., Glonti, G., Goettfert, T., Golling, T., Gollub, N., Gomes, A., Gomez, M. D., Gonzalez-Sevilla, S., Goodrick, M. J., Gorfine, G., Gorini, B., Goujdami, D., Grahn, K-J., Grenier, P., Grigalashvili, N., Grishkevich, Y., Grosse-Knetter, J., Gruwe, M., Guicheney, C., Gupta, A., Haeberli, C., Haertel, R., Hajduk, Z., Hakobyan, H., Hance, M., Hansen, J. D., Hansen, P. H., Hara, K., Harvey Jr., A., Hawkings, R. J., Heinemann, F. E. W., Correia, A. Henriques, Henss, T., Hervas, L., Higon, E., Hill, J. C., Hoffman, J., Hostachy, J. Y., Hruska, I., Hubaut, F., Huegging, F., Hulsbergen, W., Hurwitz, M., Iconomidou-Fayard, L., Jansen, E., Plante, I. Jen-La, Johansson, P. D. C., Jon-And, K., Joos, M., Jorgensen, S., Joseph, J., Kaczmarska, A., Kado, M., Karyukhin, A., Kataoka, M., Kayumov, F., Kazarov, A., Keener, P. T., Kekelidze, G. D., Kerschen, N., Kersten, S., Khomich, A., Khoriauli, G., Khramov, E., Khristachev, A., Khubua, J., Kittelmann, T. H., Klingenberg, R., Klinkby, E. B., Kodys, P., Koffas, T., Kolos, S., Konovalov, S. P., Konstantinidis, N., Kopikov, S., Korolkov, I., Kostyukhin, V., Kovalenko, S., Kowalski, T. Z., Krüger, K., Kramarenko, V., Kudin, L. G., Kulchitsky, Y., Lacasta, C., Lafaye, R., Laforge, B., Lampl, W., Lanni, F., Laplace, S., Lari, T., Bihan, A-C. Le, Lechowski, M., Ledroit-Guillon, F., Lehmann, G., Leitner, R., Lelas, D., Lester, C. G., Liang, Z., Lichard, P., Liebig, W., Lipniacka, A., Lokajicek, M., Louchard, L., Lourerio, K. F., Lucotte, A., Luehring, F., Lund-Jensen, B., Lundberg, B., Ma, H., Mackeprang, R., Maio, A., Maleev, V. P., Malek, F., Mandelli, L., Maneira, J., Mangin-Brinet, M., Manousakis, A., Mapelli, L., Marques, C., Garcia, S. Marti i, Martin, F., Mathes, M., Mazzanti, M., McFarlane, K. W., McPherson, R., Mchedlidze, G., Mehlhase, S., Meirosu, C., Meng, Z., Meroni, C., Mialkovski, V., Mikulec, B., Milstead, D., Minashvili, I., Mindur, B., Mitsou, V. A., Moed, S., Monnier, E., Moorhead, G., Morettini, P., Morozov, S. V., Mosidze, M., Mouraviev, S. V., Moyse, E. W. J., Munar, A., Myagkov, A., Nadtochi, A. V., Nakamura, K., Nechaeva, P., Negri, A., Nemecek, S., Nessi, M., Nesterov, S. Y., Newcomer, F. M., Nikitine, I., Nikolaev, K., Nikolic-Audit, I., Ogren, H., Oh, S. H., Oleshko, S. B., Olszowska, J., Onofre, A., Aranda, C. Padilla, Paganis, S., Pallin, D., Pantea, D., Paolone, V., Parodi, F., Parsons, J., Parzhitskiy, S., Pasqualucci, E., Passmored, S. M., Pater, J., Patrichev, S., Peez, M., Reale, V. Perez, Perini, L., Peshekhonov, V. D., Petersen, J., Petersen, T. C., Petti, R., Phillips, P. W., Pina, J., Pinto, B., Podlyski, F., Poggioli, L., Poppleton, A., Poveda, J., Pralavorio, P., Pribyl, L., Price, M. J., Prieur, D., Puigdengoles, C., Puzo, P., Røhne, O., Ragusa, F., Rajagopalan, S., Reeves, K., Reisinger, I., Rembser, C., Renstrom, P. A. Bruckman. de., Reznicek, P., Ridel, M., Risso, P., Riu, I., Robinson, D., Roda, C., Roe, S., Rohne, O., Romaniouk, A., Rousseau, D., Rozanov, A., Ruiz, A., Rusakovich, N., Rust, D., Ryabov, Y. F., Ryjov, V., Salto, O., Salvachua, B., Salzburger, A., Sandaker, H., Rios, C. Santamarina, Santi, L., Santoni, C., Saraiva, J. G., Sarri, F., Sauvage, G., Says, L. P., Schaefer, M., Schegelsky, V. A., Schiavi, C., Schieck, J., Schlager, G., Schlereth, J., Schmitt, C., Schultes, J., Schwemling, P., Schwindling, J., Seixas, J. M., Seliverstov, D. M., Serin, L., Sfyrla, A., Shalanda, N., Shaw, C., Shin, T., Shmeleva, A., Silva, J., Simion, S., Simonyan, M., Sloper, J. E., Smirnov, S. Yu., Smirnova, L., Solans, C., Solodkov, A., Solovianov, O., Soloviev, I., Sosnovtsev, V. V., Spanó, F., Speckmayer, P., Stancu, S., Stanek, R., Starchenko, E., Straessner, A., Suchkov, S. I., Suk, M., Szczygiel, R., Tarrade, F., Tartarelli, F., Tas, P., Tayalati, Y., Tegenfeldt, F., Teuscher, R., Thioye, M., Tikhomirov, V. O., Timmermans, C. J. W. P., Tisserant, S., Toczek, B., Tremblet, L., Troncon, C., Tsiareshka, P., Tyndel, M., Unel, M. Karagoez., Unal, G., Unel, G., Usai, G., Van Berg, R., Valero, A., Valkar, S., Valls, J. A., Vandelli, W., Vannucci, F., Vartapetian, A., Vassilakopoulos, V. I., Vasilyeva, L., Vazeille, F., Vernocchi, F., Vetter-Cole, Y., Vichou, I., Vinogradov, V., Virzi, J., Vivarelli, I., Vivie, J. B. de., Volpi, M., Anh, T. Vu, Wang, C., Warren, M., Weber, J., Weber, M., Weidberg, A. R., Weingarten, J., Wells, P. S., Werner, P., Wheeler, S., Wiessmann, M., Wilkens, H., Williams, H. H., Wingerter-Seez, I., Yasu, Y., Zaitsev, A., Zenin, A., Zenis, T., Zenonos, Z., Zhang, H., Zhelezko, A., Zhou, N.

Publikováno v: JINST 6 (2011) P06001

A new method for calibrating the hadron response of a segmented calorimeter is developed and successfully applied to beam test data. It is based on a principal component analysis of energy deposits in the calorimeter layers, exploiting longitudinal s

Externí odkaz: http://arxiv.org/abs/1012.4305