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There’s lots of symmetry in neural networks!
🔍 We survey where they appear, how they shape loss landscapes and learning dynamics, and applications in optimization, weight space learning, and much more.
➡️ Symmetry in Neural Network Parameter Spaces arxiv.org/abs/2506.13018
