Implicit Bias of Linear Equivariant Networks

Autor: Lawrence, Hannah, Georgiev, Kristian, Dienes, Andrew, Kiani, Bobak T.

Publikováno v: ICML 2022: 12096-12125

Group equivariant convolutional neural networks (G-CNNs) are generalizations of convolutional neural networks (CNNs) which excel in a wide range of technical applications by explicitly encoding symmetries, such as rotations and permutations, in their

Externí odkaz: http://arxiv.org/abs/2110.06084

LETTERS.

Autor: FREEMAN, CHARLES (AUTHOR), DIENES, ANDREW (AUTHOR), ROSEN, MARVIN (AUTHOR), PURVES, WILLIAM (AUTHOR), RODMAN, SELDEN (AUTHOR), TUINSTRA, DWIGHT (AUTHOR), KOPF, ANNE E. (AUTHOR), BUCKHOUT, ROBERT (AUTHOR), ROBINS, PATSY COPPOCK (AUTHOR), EDWARDS, WENDELL O. (AUTHOR), MILLER, MARY R. (AUTHOR), HARVEY, IRIS (AUTHOR), FLEMING, L. I. (AUTHOR), HOFFMAN, REED (AUTHOR), BOXER, MARK (AUTHOR), O'DONNELL, THOMAS A. (AUTHOR), CARVER, ZAN (AUTHOR), BONEU, FERNANDO (AUTHOR), FRAGIACOMO, LIVIO (AUTHOR), SAIGH, FRED (AUTHOR)

Publikováno v: TIME Magazine. 5/14/1965, Vol. 85 Issue 20, p15-16. 2p.

Direct measurement of the spectral phase of femtosecond optical pulse.

Autor: Chu, Kai-Chien J., Heritage, Jonathan P., Grant, R. S., Liu, Kowang, Dienes, Andrew, White, William E., Sullivan, Alan

Publikováno v: Proceedings of SPIE; Nov1995, Issue 1, p193-200, 8p

INTERACTION OF LINEARLY AND CIRCULARLY POLARIZED FIELDS IN A LASER AMPLIFIER WITH AN AXIAL MAGNETIC FIELD.

Autor: Dienes, Andrew

Publikováno v: Applied Physics Letters; Aug1966, Vol. 9 Issue 4, p142-145, 4p

Ultrashort-pulse second-harmonic generation. II. Non-transform-limited fundamental pulses

Autor: Sidick, Erkin, Dienes, Andrew, Knoesen, André

Publikováno v: Journal of the Optical Society of America B: Optical Physics; September 1995, Vol. 12 Issue: 9 p1713-1722, 10p