Temporary network of edge computing devices
Granted: September 19, 2023
Patent Number:
11765650
Techniques are disclosed relating to temporary networks of edge computing devices. In some embodiments, an edge computing device manages, in response to occurrence of an event, a temporary network of edge computing devices. Managing the temporary network includes: forming the temporary network, managing membership of edge computing devices in the temporary network, causing the temporary network to perform a specified set of tasks, transmitting, to a remote server computing system,…
Weakly supervised natural language localization networks for video proposal prediction based on a text query
Granted: June 27, 2023
Patent Number:
11687588
Systems and methods are provided for weakly supervised natural language localization (WSNLL), for example, as implemented in a neural network or model. The WSNLL network is trained with long, untrimmed videos, i.e., videos that have not been temporally segmented or annotated. The WSNLL network or model defines or generates a video-sentence pair, which corresponds to a pairing of an untrimmed video with an input text sentence. According to some embodiments, the WSNLL network or model is…
Systems and methods for learning for domain adaptation
Granted: June 13, 2023
Patent Number:
11676022
A method for training parameters of a first domain adaptation model. The method includes evaluating a cycle consistency objective using a first task specific model associated with a first domain and a second task specific model associated with a second domain, and evaluating one or more first discriminator models to generate a first discriminator objective using the second task specific model. The one or more first discriminator models include a plurality of discriminators corresponding…
Management and remediation of database issues
Granted: June 13, 2023
Patent Number:
11675653
Systems and methods are described identify a database metric value associated with a database instance storing a dataset associated with a user system. A database issue is detected in view of a determination that the database metric value satisfies a condition. In response to satisfaction of the condition, a set of user action metrics associated with the user system is collected from one or more data monitoring systems. At least one notification communication is generated including at…
Proposal learning for semi-supervised object detection
Granted: June 6, 2023
Patent Number:
11669745
A method for generating a neural network for detecting one or more objects in images includes generating one or more self-supervised proposal learning losses based on the one or more proposal features and corresponding proposal feature predictions. One or more consistency-based proposal learning losses are generated based on noisy proposal feature predictions and the corresponding proposal predictions without noise. A combined loss is generated using the one or more self-supervised…
Robustness evaluation via natural typos
Granted: June 6, 2023
Patent Number:
11669712
A method for evaluating robustness of one or more target neural network models using natural typos. The method includes receiving one or more natural typo generation rules associated with a first task associated with a first input document type, receiving a first target neural network model, and receiving a first document and corresponding its ground truth labels. The method further includes generating one or more natural typos for the first document based on the one or more natural typo…
Parallel processing of disjoint change streams into a single stream
Granted: June 6, 2023
Patent Number:
11669510
Technology for tracking changes to a database and providing the changes to a subscribing computing device. In an illustrative implementation, a method may involve subscribing a computing device to changes of a portion of a multi-tenant database and accessing a plurality of change events stored in a log of the multi-tenant database in parallel. The method may further involve storing the plurality of change events in a persistent data store separate from the multi-tenant database and…
Workflow data migration management
Granted: May 30, 2023
Patent Number:
11663038
Systems and methods are described for migrating a workflow from a source system to a target system. The systems and methods receive metadata defining a workflow configured for processing by the source system. A set of rules associated with transforming the metadata for processing by the target system are identified. A first rule is applied to the metadata to execute a first transformation of an element of the metadata. A second rule is applied to the metadata to execute a second…
Customization in standard application programming interfaces (APIs) provided by a cloud computing platform
Granted: May 30, 2023
Patent Number:
11665268
Technologies are provided for supporting tenant customizations in a cloud computing platform. A standard application programming interface (API) can be defined to support a generic set of parameters that allow tenant-specified custom data to be passed to and from the standard API. The generic set of parameters allow the standard API to process requests and responses that include a payload that comprises tenant-specified custom data. The payload allows the tenant-specified custom data to…
System and methods for risk assessment in a multi-tenant cloud environment
Granted: May 30, 2023
Patent Number:
11663544
A method of early warning and risk assessment of incidents in a multi-tenant cloud environment is provided. The method includes: capturing a plurality of data metrics; automatically generating derived features from the plurality of captured data metrics; automatically selecting risk assessment features from the derived features and the captured data metrics; and predicting the risk of an incident in the multi-tenant cloud environment within a specified time window in the future and one…
Methods and apparatuses for temporary session authentication and governor limits management
Granted: May 23, 2023
Patent Number:
11658957
Methods, and apparatuses are provided for access limitations to a network in a session using a formatted web token. The method includes: formatting a web token by a schema to create a formatted web token for user access to the network; receiving a log-in request for the user access to the network server via an app hosted by a computing device remotely located to the network server; in response to receipt of a user access request, creating the session by the network server with network…
Personalized dashboard chart for email subscriptions
Granted: May 23, 2023
Patent Number:
11658930
A method for managing a user's email subscriptions has been developed. The method provides a user interface (UI) to the user that allows the user to view and select multiple stand-alone components across multiple dashboard displays for an email subscription to an email address. The user's selections are received via the UI. A display of each of the subscribed stand-alone components is rendered periodically based on the user's preference. The rendered displays are combined into a single…
Systems and methods for verification of discriminative models
Granted: May 23, 2023
Patent Number:
11657269
Verification of discriminative models includes receiving an input; receiving a prediction from a discriminative model for the input; encoding, using an encoder, a latent variable based on the input; decoding, using a decoder, a reconstructed input based on the prediction and the latent variable; and determining, using an anomaly detection module, whether the prediction is reliable based on the input, the reconstructed input, and the latent variable. The encoder and the decoder are…
Systems and methods for unifying question answering and text classification via span extraction
Granted: May 23, 2023
Patent Number:
11657233
Systems and methods for unifying question answering and text classification via span extraction include a preprocessor for preparing a source text and an auxiliary text based on a task type of a natural language processing task, an encoder for receiving the source text and the auxiliary text from the preprocessor and generating an encoded representation of a combination of the source text and the auxiliary text, and a span-extractive decoder for receiving the encoded representation and…
Method and system for automatically invoking functionality while using a primary application without user action
Granted: May 23, 2023
Patent Number:
11656889
Methods and systems are provided for automatically determining a need to invoke functionality of a feature of an application while using a primary application and for automatically invoking that functionality without user action. When input information is input into the primary application via a user interface of a user system, it can be received by an application server from a sender process at the user system, and a pre-fix that occurs before a text string can be identified. The text…
Data model API for live applications in a cloud collaboration platform
Granted: May 23, 2023
Patent Number:
11656859
Disclosed herein are system, method, and computer program product embodiments for providing a data model application programming interface (“API”) to customizable live applications in a cloud collaboration platform. The cloud collaboration platform provides data storage, a data model, and an API to embedded third-party live applications to allow the live applications to securely create, store, and access data within the cloud collaboration platform. The data model allows records…
Display screen or portion thereof with graphical user interface
Granted: May 9, 2023
Patent Number:
D985577
Continual neural network learning via explicit structure learning
Granted: May 9, 2023
Patent Number:
11645509
Embodiments for training a neural network using sequential tasks are provided. A plurality of sequential tasks are received. For each task in the plurality of tasks a copy of the neural network that includes a plurality of layers is generated. From the copy of the neural network a task specific neural network is generated by performing an architectural search on the plurality of layers in the copy of the neural network. The architectural search identifies a plurality of candidate choices…
Display screen or portion thereof with graphical user interface
Granted: May 9, 2023
Patent Number:
D985577
Continual neural network learning via explicit structure learning
Granted: May 9, 2023
Patent Number:
11645509
Embodiments for training a neural network using sequential tasks are provided. A plurality of sequential tasks are received. For each task in the plurality of tasks a copy of the neural network that includes a plurality of layers is generated. From the copy of the neural network a task specific neural network is generated by performing an architectural search on the plurality of layers in the copy of the neural network. The architectural search identifies a plurality of candidate choices…
