公开(公告)号：US20250148324A1

公开(公告)日：2025-05-08

申请号：US18500965

申请日：2023-11-02

Applicant: Charter Communications Operating, LLC

Inventor： Srilal M. WEERASINGHE ,  Michelle R. HURT ,  Vipul PATEL ,  Keshav M. CHANNARAYAPPA ,  Virginia WILLETT

IPC: G06N5/045

Abstract: Various embodiments include systems and methods for using artificial intelligence (AI) to make decisions or predictions without direct human intervention. A computing device may be configured to receive an input query that includes query parameters and auxiliary data, apply the received input query to an AI model to generate an initial prediction, and perform explainable AI (XAI) analysis using approximate methods to identify influential features. The computing device may determine key features based on the identified influential features, apply the determined key features to a modified counterfactual model to generate an initial set of counterfactuals, prioritize the generated initial set of counterfactuals, and determine whether the prioritized set of counterfactuals has reached convergence. The computing device may output an enhanced set of counterfactuals in response to determining that the prioritized set of counterfactuals has reached convergence.

公开(公告)号：US20240354918A1

公开(公告)日：2024-10-24

申请号：US18304155

申请日：2023-04-20

Applicant: Charter Communications Operating, LLC

Inventor： Srilal M. WEERASINGHE ,  Vipul PATEL ,  David CHEN ,  Erdogan SIMSEK

IPC: G06T7/00 ,  G06T7/50 ,  G06T11/00 ,  G06V10/70 ,  G06V20/40 ,  G11B27/036 ,  G11B27/10

CPC classification number: G06T7/0002 ,  G06T7/50 ,  G06T11/00 ,  G06V10/70 ,  G06V20/40 ,  G11B27/036 ,  G11B27/10 ,  G06T2207/10016 ,  G06T2207/30168 ,  G06T2207/30201 ,  G06V40/161

Abstract: Systems and methods for detecting and/or mitigating video artifacts in a video. A processor in a computing device may be configured to receive the video from a video source (e.g., codec or from any other video source compressed or uncompressed) subtract pixel intensities from two consecutive frames in the video to generate a residual, analyze the residual to detect small rectangular shapes, and identifying a video artifact in the video based on a result of the analysis.