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3 results about "Novel technique" patented technology

A novel technique developed by MIT researchers compresses “objects” in memory for the first time, freeing up more memory used by computers, allowing them to run faster and perform more tasks simultaneously. Image: Christine Daniloff, MIT.

Techniques for process discovery and user guidance

PCT designated stageWO2026097079A1Natural language translationNatural language analysisData streamApplication procedure
This application describes novel techniques for process discovery and for guiding users using discovered process instances. Process discovery techniques involve receiving natural language input describing a process, generating a process representation from the natural language input using a language model, and identifying at least one candidate instance of the process using the natural language input. User guidance techniques involve obtaining a stream of event data corresponding to a series of interactions between at least one application program and a user; identifying, within historical digital interaction data and using the stream of event data, at least one instance of the process previously performed by at least one user; generating guidance for the user performing the process using the at least one instance of the process, the guidance indicating one or more suggested acts for the user in furtherance of performing the process; and providing the user with generated guidance.
Techniques for process discovery and user guidance
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Owner:SOROCO INDIA PTE LTD +2

Support program

PCT designated stageWO2026115984A1Other printing apparatusDigital output to print unitsInformation processingOperational system
Provided is a novel technique for improving the quality of an image in an information processing device in which a general-purpose printing program of an operating system standard is incorporated. An auxiliary program 42 causes a display 13a to display an extended screen 620, and causes a CPU 11 to receive the setting of a special parameter not supported by the general-purpose printing program 41. Then, the CPU 11 is caused to acquire intermediate data from the general-purpose printing program 41 when a special parameter is set in a print setting, which is a print instruction output from an editing application 43 and is a print instruction for causing a printer 2 to perform printing of an image for the general-purpose printing program 41 of an OS 21, and the CPU is caused to perform correction pertaining to the quality of the image on the intermediate data in accordance with the set special parameter.
Support program
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Owner:BROTHER KOGYO KK

Techniques for negative entity aware augmentation

ActiveUS12682257B2Data setData mining
Novel techniques are described for negative entity-aware augmentation using a two-stage augmentation to improve the stability of the model to entity value changes for intent prediction. In some embodiments, a method comprises accessing a first set of training data for an intent prediction model, the first set of training data comprising utterances and intent labels; applying one or more negative entity-aware data augmentation techniques to the first set of training data, depending on the tuning requirements for hyper-parameters, to result in a second set of training data, where the one or more negative entity-aware data augmentation techniques comprise Keyword Augmentation Technique (“KAT”) plus entity without context technique and KAT plus entity in random context as OOD technique; combining the first set of training data and the second set of training data to generate expanded training data; and training the intent prediction model using the expanded training data.
Techniques for negative entity aware augmentation
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Owner:ORACLE INT CORP