A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Shuai Liu, Dongye Liu, Gautam Srivastava, et al.
Survey of correlation filter algorithms for real-time object tracking, covering background, key technologies, datasets, and reliability-based methods.
Ruicheng Ao, Siyang Gao, David Simchi-Levi
This paper establishes fundamental reliability limits of LLM-based multi-agent planning by modeling it as a delegated decision network and proving it is dominated by a centralized Bayes decision maker.
Saadeldine Eletter, Owais Aijaz, Preslav Nakov
This paper proposes QIMG-7 and source-aware resolution to improve multimodal RAG reliability by resolving conflicts before fusion.
Unknown
This paper introduces parametric retrieval augmented generation (Parametric RAG), which integrates parametric knowledge directly into the RAG framework to improve reliability and reduce reliance on external retrieval.