Neural and Evolutionary Computing

Authors and titles for recent submissions

• Thu, 21 Nov 2024
• Wed, 20 Nov 2024
• Tue, 19 Nov 2024
• Mon, 18 Nov 2024
• Fri, 15 Nov 2024

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Mon, 18 Nov 2024 (showing 4 of 4 entries )

[24] arXiv:2411.10047 [pdf, html, other]

Title: Nonlinear Neural Dynamics and Classification Accuracy in Reservoir Computing

Claus Metzner, Achim Schilling, Andreas Maier, Patrick Krauss

Subjects: Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)

[25] arXiv:2411.10017 [pdf, html, other]

Title: Difficulties of the NSGA-II with the Many-Objective LeadingOnes Problem

Benjamin Doerr, Dimitri Korkotashvili, Martin S. Krejca

Subjects: Neural and Evolutionary Computing (cs.NE)

[26] arXiv:2411.09933 (cross-list from cs.CV) [pdf, html, other]

Title: JRadiEvo: A Japanese Radiology Report Generation Model Enhanced by Evolutionary Optimization of Model Merging

Kaito Baba, Ryota Yagi, Junichiro Takahashi, Risa Kishikawa, Satoshi Kodera

Comments: Accepted by NeurIPS'24 Workshop on AIM-FM: Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)

[27] arXiv:2411.09779 (cross-list from q-bio.PE) [pdf, html, other]

Title: Variational methods for Learning Multilevel Genetic Algorithms using the Kantorovich Monad

Jonathan Warrell, Francesco Alesiani, Cameron Smith, Anja Mösch, Martin Renqiang Min

Comments: 18 pages, 3 figures

Subjects: Populations and Evolution (q-bio.PE); Neural and Evolutionary Computing (cs.NE); Category Theory (math.CT)

Fri, 15 Nov 2024 (showing 3 of 3 entries )

[28] arXiv:2411.09004 [pdf, html, other]

Title: The geometry of the deep linear network

Govind Menon

Subjects: Neural and Evolutionary Computing (cs.NE); Dynamical Systems (math.DS); Probability (math.PR); Adaptation and Self-Organizing Systems (nlin.AO)

[29] arXiv:2411.09702 (cross-list from cs.LG) [pdf, html, other]

Title: On the Surprising Effectiveness of Attention Transfer for Vision Transformers

Alexander C. Li, Yuandong Tian, Beidi Chen, Deepak Pathak, Xinlei Chen

Comments: NeurIPS 2024. Code: this https URL

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

[30] arXiv:2411.09648 (cross-list from cs.AI) [pdf, html, other]

Title: Med-Bot: An AI-Powered Assistant to Provide Accurate and Reliable Medical Information

Ahan Bhatt, Nandan Vaghela

Comments: 3 figures, 5 pages Keywords-LLM, AI-powered healthcare, Medical chatbot, Context-based interaction, Llama-assisted data processing, AutoGPT-Q, PyTorch, TensorFlow, Reliable medical information, Machine learning in healthcare, Conversational AI

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)