SMTC-CL: Continuous Learning via Selective Multi-Task Coordination for Adaptive Signal Classification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Cognitive Communications and Networking"
DOI: 10.1109/tccn.2024.3485083
Abstract: Continuously adaptive signal classification in complex electromagnetic environments is a desired property of realistic intelligent systems. However, the limitation of most existing signal processing tasks and methods lies in their assumption of fixed categories and… read more here.
Keywords: task; classification; continuous learning; selective multi ... See more keywords
Digital Twin Robotic System With Continuous Learning for Grasp Detection in Variable Scenes
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2023.3299049
Abstract: With the emergence of digitalization technology, digital twin bridges the gap between physical and virtual worlds in industrial production with synchronization, reliability, and fidelity. The manufacturing process of complex products needs multiple working procedures, where… read more here.
Keywords: detection; continuous learning; variable scenes; digital twin ... See more keywords
Abstract B017: Check: A hybrid continuous-learning framework for enhancing factual reliability in clinical language models
Sign Up to like & getrecommendations! Published in 2025 at "Clinical Cancer Research"
DOI: 10.1158/1557-3265.aimachine-b017
Abstract: Large Language Models (LLMs) possess significant potential across diverse clinical applications. However, their tendency to generate factual inaccuracies, termed hallucinations, presents a major obstacle to their dependable use in healthcare settings. To tackle this crucial… read more here.
Keywords: continuous learning; hybrid continuous; language; learning framework ... See more keywords
Autonomous retrieval for continuous learning in associative memory networks
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2025.1655701
Abstract: The brain’s faculty to assimilate and retain information, continually updating its memory while limiting the loss of valuable past knowledge, remains largely a mystery. We address this challenge related to continuous learning in the context… read more here.
Keywords: continuous learning; memory; associative memory; memory networks ... See more keywords
A Computational Intelligence-Based Proposal for Cybersecurity and Health Management with Continuous Learning in Chemical Processes
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DOI: 10.3390/act14070329
Abstract: Ensuring cybersecurity and health management is a fundamental requirement in modern chemical industry plants operating under the Industry 4.0 framework. Traditionally, these two concerns have been addressed independently, despite sharing multiple underlying elements which suggest… read more here.
Keywords: continuous learning; chemical; cybersecurity health; computational intelligence ... See more keywords