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Information technology articles from across Nature Portfolio
Information technology is the design and implementation of computer networks for data processing and communication. This includes designing the hardware for processing information and connecting separate components, and developing software that can efficiently and faultlessly analyse and distribute this data.
Latest Research and Reviews
Correlating measures of hierarchical structures in artificial neural networks with their performance
- Zhuoying Xu
- Yingjun Zhu
Multimodal and multiscale feature fusion for weakly supervised video anomaly detection
- Kangning Du
Applying information mining technology in online entrepreneurship training course
- Jinqiang Fang
- Weichen Jia
Multi-view graph contrastive learning for social recommendation
- Xianghua Gan
An innovative approach for QoS-aware web service composition using whale optimization algorithm
Internet of things (IoT) based saffron cultivation system in greenhouse
- Muhammad Shoaib Farooq
- Shamyla Riaz
News and Comment
Terahertz communication systems for real-world video transmission
An article in Nature Communications presents a terahertz communication system for real-world live video transmission applications.
Intellectual property and data privacy: the hidden risks of AI
Generative artificial-intelligence tools have been widely adopted across academia, but users might not be aware of all their inherent risks.
- Amanda Heidt
Mitigating interference within satellite megaconstellations
An article in IEEE Journal on Selected Areas in Communications presents a cooperative framework that integrates satellite routing and frequency assignment to avoid self-interference in large satellite constellations.
Bridging the gap between artificial intelligence and natural intelligence
According to a recent study, a small network consisting of four leaky integrate-and-fire neurons can reproduce the behavior of a single Hodgkin–Huxley neuron, thereby bridging the gap between endogenous and exogenous complexity.
- Rui-Jie Zhu
- Skye Gunasekaran
- Jason Eshraghian
Quantum hacking looms — but ultra-secure encryption is ready to deploy
Approval of three quantum-proof algorithms caps eight-year global effort to make the Internet safe from attacks using future computers.
- Davide Castelvecchi
Vehicle-based vision–radar fusion for real-time and accurate positioning of clustered UAVs
An article in IEEE Journal on Selected Areas in Communications presents a vehicle-based vision–radar system designed for precise, real-time positioning of UAV clusters.
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Join the community, trending research, qa-mdt: quality-aware masked diffusion transformer for enhanced music generation.
In recent years, diffusion-based text-to-music (TTM) generation has gained prominence, offering an innovative approach to synthesizing musical content from textual descriptions.
StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation
However, the lack of holistic consistency in scenes with multiple characters hampers these methods' ability to create a cohesive narrative.
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
The increasing demand for high-quality 3D assets across various industries necessitates efficient and automated 3D content creation.
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
We build our model based on the latest Llama-3. 1-8B-Instruct model.
Kolmogorov-Arnold Transformer
In this paper, we introduce the Kolmogorov-Arnold Transformer (KAT), a novel architecture that replaces MLP layers with Kolmogorov-Arnold Network (KAN) layers to enhance the expressiveness and performance of the model.
OmniGen: Unified Image Generation
vectorspacelab/omnigen • 17 Sep 2024
In this work, we introduce OmniGen, a new diffusion model for unified image generation.
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
stanford-oval/storm • 22 Feb 2024
We study how to apply large language models to write grounded and organized long-form articles from scratch, with comparable breadth and depth to Wikipedia pages.
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
lamm-mit/SciAgentsDiscovery • 9 Sep 2024
A key challenge in artificial intelligence is the creation of systems capable of autonomously advancing scientific understanding by exploring novel domains, identifying complex patterns, and uncovering previously unseen connections in vast scientific data.
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
Visual data comes in various forms, ranging from small icons of just a few pixels to long videos spanning hours.
Qwen2 Technical Report
This report introduces the Qwen2 series, the latest addition to our large language models and large multimodal models.
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Information technology articles from across Nature Portfolio. Information technology is the design and implementation of computer networks for data processing and communication.
The Journal of Information Technology (JIT) is a top-ranked journal, focused on new research addressing information, management, and communications technologies as applied to the digital worlds of business, government and non-governmental enterprises.
This paper presents the IoT technology from a bird's eye view covering its statistical/architectural trends, use cases, challenges and future prospects. The paper also presents a detailed and extensive overview of the emerging 5G-IoT scenario.
Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets. Read previous issues
This study addresses this concern, by conducting a systematic literature review of AI research in IS between 2005 and 2020. The search strategy resulted in 1877 studies, of which 98 were identified as primary studies and a synthesise of key themes that are pertinent to this study is presented.