ege-erdogan/awesome-weight-space-learning

Awesome papers on weight-space learning

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This is a curated collection of research papers and theses focused on weight-space learning in machine learning. It helps researchers, PhD students, and academics stay updated on the latest advancements by providing an organized list of publications. You input an interest in weight-space learning, and it outputs a categorized bibliography of relevant academic work.

Use this if you are an academic or researcher in machine learning seeking to explore or specialize in the rapidly evolving field of weight-space learning.

Not ideal if you are a practitioner looking for practical implementations, code examples, or direct solutions to business problems.

machine-learning-research neural-networks academic-research literature-review deep-learning
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Adoption 7 / 25
Maturity 8 / 25
Community 8 / 25

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Jan 16, 2026

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