Abstract: A multimodal video generation framework (MMVID) that benefits from text and images provided jointly or separately as input. Quantized representations of videos are utilized with a bidirectional transformer with multiple modalities as inputs to predict a discrete video representation. A new video token trained with self-learning and an improved mask-prediction algorithm for sampling video tokens is used to improve video quality and consistency. Text augmentation is utilized to improve the robustness of the textual representation and diversity of generated videos. The framework incorporates various visual modalities, such as segmentation masks, drawings, and partially occluded images. In addition, the MMVID extracts visual information as suggested by a textual prompt.

Abstract: The present invention refers to a process for the preparation of (3?,5?)-20-oxopregnan-3-yl glycyl-L-valinate hydrochloride, a compound having the formula I reported below:

Abstract: Symbol prediction can be implemented using a multi-task system trained for different tasks. The tasks may include a single symbol prediction, symbol category prediction, and symbol subcategory prediction. Categories of symbols can be generated by clustering sets of training data using a clustering scheme.

Abstract: A process for the synthesis of ?-hydroxy 3-17-(1H-benzimidazol-1-yl)androsta-5,16-diene is described, a compound also known as Galeterone and used in the treatment of prostate cancer, having the formula (6).

Abstract: A process for the synthesis of ?-hydroxy 3-17-(1H-benzimidazol-1-yl)androsta-5,16-diene is described, a compound also known as Galeterone and used in the treatment of prostate cancer, having the formula 6).

Abstract: Symbol prediction can be implemented using a multi-task system trained for different tasks. The tasks may include a single symbol prediction, symbol category prediction, and symbol subcategory prediction. Categories of symbols can be generated by clustering sets of training data using a clustering scheme.

Abstract: Symbol prediction can be implemented using a multi-task system trained for different tasks. The tasks may include a single symbol prediction, symbol category prediction, and symbol subcategory prediction. Categories of symbols can be generated by clustering sets of training data using a clustering scheme.

Abstract: A process is described wherein, by employing 17?-(3-hydroxypropyl)-6?,7?;15?,16?-dimethylene-5?-androstane-3?,5,17?-triol (II) as starting product, in a single stage reaction there is obtained drospirenone, (I), a synthetic steroid with progestogenic, antimineralocorticoid and antiandrogenic action, that is useful for preparing pharmaceutical compositions with contraceptive action.

Abstract: An improved process for the preparation of intermediate (V) through the elimination of a molecule of water from intermediate (IV) is described. Intermediate (V) is a key molecule for the synthesis of eplerenone, a synthetic steroid with pharmacological activity used in the treatment of chronic pathological conditions, including hypertension.

Abstract: A process is disclosed wherein, using either 17a-(3-hydroxypropyl)-6p,7p;15p,16p-dimethylene-5p-androstane-3p,5,17p-triol (II) or 3?,5^ïI^?^-6?,7?;15?,16?-dimethylene-5?,17?-pregnane-21,17-carbolactone (III) as starting material, through a single-step reaction it is obtained drospirenone (I), a synthetic steroid with progestogenic, antimineralocorticoid and antiandrogenic activity, useful for preparing pharmaceutical compositions with contraceptive action.

Abstract: An improved process for the preparation of intermediate (V) through the elimination of a molecule of water from intermediate (IV) is described. Intermediate (V) is a key molecule for the synthesis of eplerenone, a synthetic steroid with pharmacological activity used in the treatment of chronic pathological conditions, including hypertension.

Abstract: A process is disclosed wherein, using either 17a-(3-hydroxypropyl)-6p,7p;15p,16p-dimethylene-5p-androstane-3p,5,17p-triol (II) or 3?,5?iI???-6?,7?;15?,16?-dimethylene-5?,17?-pregnane-21,17-carbolactone (III) as starting material, through a single-step reaction it is obtained drospirenone (I), a synthetic steroid with progestogenic, antimineralocorticoid and antiandrogenic activity, useful for preparing pharmaceutical compositions with contraceptive action.

Abstract: A process is described wherein, by employing 17?-(3-hydroxypropyl) -63,7?3;15?,16?-dimethylene-5?-androstane-3?,5,17?-triol (II) as starting product, in a single stage reaction there is obtained drospirenone, (I), whereby the reaction is achieved using gaseous oxygen as the stoichiometric oxidant in the presence of a catalytic system containing (i) TEMPO or a derivative thereof (ii) a ferric salt (Fe3+) and (iii) NaCl. The product drospirenone is a known synthetic steroid with progestogenic, antimineralocorticoid and antiandrogenic action, that is useful for preparing pharmaceutical compositions with contraceptive action.

Abstract: A process is described, comprising the oxidation of 17?-(3-hydroxypropyl)-6?,7?,15?,16?-dimethylen-5?-androstan-3?,5,17?-triol, for the preparation of drospirenone, a synthetic steroid with progestogenic, antimineralocorticoid and antiandrogenic activity, useful for preparing pharmaceutical compositions with contraceptive action.

Abstract: A process is described, comprising the oxidation of 17?-(3-hydroxypropyl)-6?,7?,15?,16?-dimethylen-5?-androstan-3?,5,17?-triol, for the preparation of drospirenone, a synthetic steroid with progestogenic, antimineralocorticoid and antiandrogenic activity, useful for preparing pharmaceutical compositions with contraceptive action.