Salesforce, Inc. patent applications published on September 12th, 2024

Summary of the patent applications from Salesforce, Inc. on September 12th, 2024

• • Summary:**

The recent patents filed by the organization focus on innovative technologies such as secure data storage and access control solutions, feedback-based instructional image editing frameworks, and image generation using denoising diffusion models. These patents aim to enhance security, improve user experience, and provide personalized AI interactions across various industries.

• • Key Points of Patents:**

- Secure Data Storage and Access Control Solution:

 * Data received from tenant service and security certificate.
 * Generation of data storage container on public server.
 * Creation of security role with permissions for data access.
 * Request for access triggers credential exchange.
 * Temporary security token received for access to data storage container.

- Feedback-based Instructional Image Editing Framework:

 * Utilizes a diffusion process to follow user instructions for image editing.
 * Fine-tuning of diffusion model using a reward model.
 * Training of reward model through human annotation.

- Image Generation using Denoising Diffusion Models:

 * Method involves receiving a natural language prompt and a noised image vector.
 * Denoised image vector is generated using a denoising diffusion model conditioned on the prompt.
 * Gradient of a loss function is calculated and used to update the noised image vector.
 * Final image is generated using the updated noised image vector and the natural language prompt.

• • Notable Applications:**

- Secure data storage on public servers. - Enhanced user experience in image editing. - AI-powered image editing software and content creation tools.

Patent applications for Salesforce, Inc. on September 12th, 2024

RENDERING A STACK TRACE VISUALIZATION DISPLAY (18180970)

Main Inventor

Ravi Sankar Pulle

TECHNIQUES FOR AUTOMATIC SUBJECT LINE GENERATION (18326124)

Main Inventor

Vera Serdiukova

SYSTEMS AND METHODS FOR BUILDING A CUSTOMIZED GENERATIVE ARTIFICIAL INTELLIGENT PLATFORM (18496523)

Main Inventor

Na (Claire) Cheng

SYSTEMS AND METHODS FOR BUILDING A CUSTOMIZED GENERATIVE ARTIFICIAL INTELLIGENT PLATFORM (18496513)

Main Inventor

Na (Claire) Cheng

SYSTEMS AND METHODS FOR IMAGE GENERATION VIA DIFFUSION (18333695)

Main Inventor

Bram Wallace

SYSTEMS AND METHODS FOR FEEDBACK BASED INSTRUCTIONAL VISUAL EDITING (18350876)

Main Inventor

Shu Zhang

PROVISIONING AND SECURE ACCESS CONTROL FOR STORAGE ON PUBLIC SERVERS (18118263)

Main Inventor

Siby Vijayan