A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Yue‐Jiao Gong, Jingjing Li, Yicong Zhou, et al.
Proposes GL-PSO, a hybrid PSO-GA algorithm that uses genetic evolution to breed high-quality exemplars for particle swarm optimization, enhancing global search and efficiency.
Kevin Skadron, Mircea R. Stan, Karthik Sankaranarayanan, et al.
Introduces HotSpot, a thermal model for microarchitecture, and evaluates dynamic thermal management techniques like migrating computation and hybrid policies.
Kostas Haris, S.N. Efstratiadis, Nicos Maglaveras, et al.
A hybrid image segmentation algorithm combining watersheds and fast region merging via nearest neighbor graph for efficient 2D/3D medical image analysis.
Xiaoyuan Su, Taghi M. Khoshgoftaar
A comprehensive survey of collaborative filtering techniques, categorizing them into memory-based, model-based, and hybrid approaches while addressing key challenges like data sparsity and scalability.
Freitas, Tiago Carvalho, Costa Neto, Alvaro, Pereira, Maria João Varanda, et al.
This paper outlines the potential role of LLMs in knowledge engineering, proposing hybrid neuro-symbolic systems and natural language knowledge engineering.
Ali Darvishi, Hassan Khosravi, Shazia Sadiq, et al.
A randomized controlled experiment with 1625 students shows that AI assistance in peer feedback reduces student agency, as students rely on rather than learn from AI, and hybrid human-AI approaches are no more effective than AI alone.
Weigao Sun, Jiaxi Hu, Yucheng Zhou, et al.
A systematic survey of efficient LLM architectures addressing transformer limitations, covering linear/sparse models, efficient attention, MoE, hybrids, and diffusion LLMs.
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FastViT introduces RepMixer, a reparameterized token mixer, achieving fast inference with minimal accuracy loss in hybrid vision transformers.
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LeViT is a hybrid vision transformer optimized for fast inference, achieving superior speed-accuracy tradeoffs over convnets and ViTs.
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NVLM introduces a family of multimodal LLMs with a hybrid architecture and 1-D tile-tagging for dynamic high-resolution images, improving text-only and multimodal performance.
Junsong Chen, Jincheng Yu, Yitong Li, et al.
SANA-Video 2.0 introduces hybrid linear-softmax attention and attention residuals to achieve softmax-level video quality with linear-complexity scaling, enabling 720p generation on a single GPU.
Meetu Jain, Vibha Saihjpal, Narinder Singh, et al.
This paper provides a comprehensive overview of the Particle Swarm Optimization (PSO) algorithm, covering its basic concepts, parameters, and various advances including modifications, extensions, hybridization, and theoretical analysis.