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Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems

IEEE Open Journal of the Communications Society
With the rapid development of technology, the number of smart mobile users is increasing, accompanied by growing demands from applications such as virtual/augmented reality (VR/XR), remote surgery, autonomous vehicles, and real-time holographic ...
Dinh-Hieu Tran   +14 more
semanticscholar   +1 more source

Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents

Robotics
Most of today’s AI systems are constrained by human-designed, fixed architectures and cannot autonomously and continuously improve themselves. The scientific method, on the other hand, provides a cumulative and open-ended system, where each innovation ...
Jenny Zhang   +4 more
semanticscholar   +1 more source

NetIntent: Leveraging Large Language Models for End-to-End Intent-Based SDN Automation

IEEE Open Journal of the Communications Society
Intent-Based Networking (IBN) often leverages the programmability of Software-Defined Networking (SDN) to simplify network management. However, significant challenges remain in automating the entire pipeline, from user-specified high-level intents to ...
M. Hossain, Walid Aljoby
semanticscholar   +1 more source

Towards Open-ended Visual Quality Comparison

European Conference on Computer Vision
Comparative settings (e.g. pairwise choice, listwise ranking) have been adopted by a wide range of subjective studies for image quality assessment (IQA), as it inherently standardizes the evaluation criteria across different observers and offer more ...
Haoning Wu   +13 more
semanticscholar   +1 more source

Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)

arXiv.org
Language models (LMs) often struggle to generate diverse, human-like creative content, raising concerns about the long-term homogenization of human thought through repeated exposure to similar outputs.
Liwei Jiang   +9 more
semanticscholar   +1 more source

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Neural Information Processing Systems
Autonomous agents that accomplish complex computer tasks with minimal human interventions have the potential to transform human-computer interaction, significantly enhancing accessibility and productivity.
Tianbao Xie   +16 more
semanticscholar   +1 more source

International initiatives to enhance awareness and uptake of open research in psychology: a systematic mapping review

Royal Society Open Science
Concerns about the replicability, reproducibility and transparency of research have ushered in a set of practices and behaviours under the umbrella of ‘open research’.
M. Skubera   +4 more
semanticscholar   +1 more source

Revolutionize 3D-Chip Design With Open3DFlow, an Open-Source AI-Enhanced Solution

IEEE Open Journal of Circuits and Systems
The escalating demand for high-performance and energy-efficient electronics has propelled 3D integrated circuits (3D ICs) as a promising solution. However, major obstacles have been the lack of specialized electronic design automation (EDA) software and ...
Yifei Zhu   +5 more
semanticscholar   +1 more source

Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts

Neural Information Processing Systems
As large language models (LLMs) become increasingly prevalent across many real-world applications, understanding and enhancing their robustness to adversarial attacks is of paramount importance.
Mikayel Samvelyan   +11 more
semanticscholar   +1 more source

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

arXiv.org
Currently OpenAI o1 sparks a surge of interest in the study of large reasoning models (LRM). Building on this momentum, Marco-o1 not only focuses on disciplines with standard answers, such as mathematics, physics, and coding -- which are well-suited for ...
Yu Zhao   +8 more
semanticscholar   +1 more source

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