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Beyond ICA: Identifiability by Symmetry Breaking
Deep generative models with piecewise-affine decoders and Gaussian mixture priors are identified via algebraic symmetry-breaking, allowing discontinuous and non-injective decoders without supervised assumptions.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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