Abstract: Deep learning has become a dominant force in artificial intelligence; however, its substantial energy consumption and associated carbon emissions have received relatively little attention.
Abstract: Given a multimodal query consisting of a reference image and a modification text pair, composed image retrieval (CIR) aims to locate a target image of interest in a large corpus. Recent CIR ...
Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems
This project implements a Graph-based RAG system that improves document retrieval for complex questions requiring multi-hop reasoning. Unlike traditional RAG systems that treat documents as isolated ...
Aligning objects with corresponding textual descriptions is a fundamental challenge and a realistic requirement in vision-language understanding. While recent multimodal embedding models excel at ...
Cybersecurity researchers have disclosed details of a now-patched security flaw impacting Ask Gordon, an artificial intelligence (AI) assistant built into Docker Desktop and the Docker Command-Line ...
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