A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
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This paper proposes a general multimodal RAG system for retail, offering practical implementation guidance for enhanced information retrieval and generation.
Priyanka Kargupta, S. Li, Haocheng Wang, et al.
This paper synthesizes cognitive science into a taxonomy of 28 cognitive elements, evaluates 192K LLM traces across modalities, and develops test-time guidance improving performance by up to 66.7%.
Feng Zhao, Xianghua Xie
This paper surveys interactive segmentation techniques for medical images, combining automatic methods with user guidance to improve accuracy and reduce manual effort.
Anil K. Jain, M. Narasimha Murty, Patrick J. Flynn
This paper provides a comprehensive overview of clustering methods from a statistical pattern recognition perspective, offering a taxonomy and practical guidance for practitioners.
Jinuk Kim, Marwa El Halabi, Wonpyo Park, et al.
GuidedQuant improves post-training quantization of large language models by using end-loss guidance to better preserve model accuracy.