Abstract: Systems and methods for facilitating user engagement with units of work assigned within a collaboration environment are presented herein. Implementations may: manage environment state information maintaining a collaboration environment, the environment state information the work unit records including values of an approval state parameter; effectuate presentation of a user interface of the collaboration environment, the user interface displaying individual work unit pages for individual units of work that include a set of user interface elements available for selection by the users, individual user interface elements in the set corresponding to different ones of the values of the approval state parameter; obtain user input information conveying user input characterizing the selection of the individual user interface elements; update the work unit records based on the user input information; and/or other perform other operations.

Abstract: Systems and methods for machine-learning based multi-lingual pronunciation generation are disclosed. A method for machine-learning based multi-lingual pronunciation generation may include: (1) training a language origin prediction machine learning model; (2) training a pronunciation generator machine learning model; (3) receiving, by a pronunciation computer program, a word for pronunciation guidance; (4) predicting, by the pronunciation computer program and using the trained language origin prediction machine learning model, a language origin of the word; (5) predicting, by the pronunciation computer program and using the trained pronunciation generator machine learning model and the language origin, a syllable-by-syllable pronunciation for the word; and (6) returning, by the pronunciation computer program, the syllable-by-syllable pronunciation.

Abstract: The present invention discloses compounds of Formula (I), or pharmaceutically acceptable salts, thereof: which inhibit the cellular entry of hepatitis B virus (HBV) and/or hepatitis D virus (HDV) or interfere with the function of the life cycle of HBV and/or HDV and are also useful as antiviral agents. The present invention further relates to pharmaceutical compositions comprising the aforementioned compounds for administration to a subject suffering from HBV and/or HDV infection. The invention also relates to methods of treating an HBV and/or HDV infection in a subject by administering a pharmaceutical composition comprising the compounds of the present invention.

Abstract: Systems and methods for training models to predict dense correspondences across images such as human images. A model may be trained using synthetic training data created from one or more 3D computer models of a subject. In addition, one or more geodesic distances derived from the surfaces of one or more of the 3D models may be used to generate one or more loss values, which may in turn be used in modifying the model's parameters during training.

Abstract: Systems and methods for efficient speech representation are disclosed. In one embodiment, a method for efficient speech representation may include training a teacher model using training data to get embeddings from intermediate and/or final layers of the teacher model; training a student model using training data processed with audio distortion to have outputs matching the embeddings from the teacher model; and injecting known hand-crafted audio features into intermediate or final layers of the student model.

Abstract: Systems and methods for facilitating user engagement with units of work assigned within a collaboration environment are presented herein. Implementations may: manage environment state information maintaining a collaboration environment, the environment state information the work unit records including values of an approval state parameter; effectuate presentation of a user interface of the collaboration environment, the user interface displaying individual work unit pages for individual units of work that include a set of user interface elements available for selection by the users, individual user interface elements in the set corresponding to different ones of the values of the approval state parameter; obtain user input information conveying user input characterizing the selection of the individual user interface elements; update the work unit records based on the user input information; and/or other perform other operations.

Abstract: Systems and methods for facilitating user engagement with units of work assigned within a collaboration environment are presented herein. Implementations may: manage environment state information maintaining a collaboration environment, the environment state information the work unit records including values of an approval state parameter; effectuate presentation of a user interface of the collaboration environment, the user interface displaying individual work unit pages for individual units of work that include a set of user interface elements available for selection by the users, individual user interface elements in the set corresponding to different ones of the values of the approval state parameter; obtain user input information conveying user input characterizing the selection of the individual user interface elements; update the work unit records based on the user input information; and/or other perform other operations.

Abstract: Systems and methods for facilitating user engagement with units of work assigned within a collaboration environment are presented herein. Implementations may: manage environment state information maintaining a collaboration environment, the environment state information the work unit records including values of an approval state parameter; effectuate presentation of a user interface of the collaboration environment, the user interface displaying individual work unit pages for individual units of work that include a set of user interface elements available for selection by the users, individual user interface elements in the set corresponding to different ones of the values of the approval state parameter; obtain user input information conveying user input characterizing the selection of the individual user interface elements; update the work unit records based on the user input information; and/or other perform other operations.

Abstract: Systems and methods for facilitating user engagement with units of work assigned within a collaboration environment are presented herein. Implementations may: manage environment state information maintaining a collaboration environment, the environment state information the work unit records including values of an approval state parameter; effectuate presentation of a user interface of the collaboration environment, the user interface displaying individual work unit pages for individual units of work that include a set of user interface elements available for selection by the users, individual user interface elements in the set corresponding to different ones of the values of the approval state parameter; obtain user input information conveying user input characterizing the selection of the individual user interface elements; update the work unit records based on the user input information; and/or other perform other operations.

Abstract: A portable solar powered light comprises a receptacle light shade with a hollow interior, and a lid with a first side and a second side, the first side including a rim to seal the hollow interior of the receptacle light shade, and the second side opposing the first side. The portable light further comprises a printed circuit board fitted in the lid including a light source to shine light into the receptacle light shade and electronic components configured to power the light source. The portable light further includes a solar panel embedded in the second side of the lid to power the electronic components. The portable light further comprises a drainage channel encased in the lid and configured to prevent contact of water with the electronic components. The drainage channel includes (i) a water inlet, (ii) a drainage conduit, and (iii) a water egress area.