#entity-grounding News & Analysis

2 articles tagged with #entity-grounding. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 236/10

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GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling

Researchers introduce GroundShot, a training-free framework for generating visually consistent multi-shot videos by maintaining entity-level memory and intelligently scheduling shot generation order. The method addresses a fundamental challenge in video generation where characters, objects, and locations drift in appearance across shots, and comes with GroundBench, a new diagnostic benchmark for measuring entity-level consistency.

AIBullisharXiv – CS AI · Apr 146/10

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M$^3$KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation

Researchers introduce M³KG-RAG, a novel multimodal retrieval-augmented generation system that enhances large language models by integrating multi-hop knowledge graphs with audio-visual data. The approach improves reasoning depth and answer accuracy by filtering irrelevant information through a new grounding and pruning mechanism called GRASP.

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