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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,181 papers · 148 categories

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2 results for “BRE”
Improving GAN Training via Binarized Representation Entropy (BRE) Regularizationcs.LG

Improves GAN training by guiding the discriminator to have more diverse binary activation patterns.

problem Stability and convergence issues in GAN training.
method Binarized Representation Entropy (BRE) regularization to guide the discriminator's model capacity allocation.
result Improves GAN training stability and convergence speed, higher sample quality, and higher classification accuracy.
GANsBREDiscriminatorBinary ActivationEntropy
2018-05-09abs ↗pdf ↗
Rotational symmetry of non negatively curved expanding gradient Ricci solitonsmath.DG

Let (Mn,g,∇f)(M^n,g,\nabla f), n≥3n\geq 3, be an expanding gradient Ricci soliton with nonnegative sectional curvature whose asymptotic cone is isometric to C(Sn−1(c))C(\mathbb{S}^{n-1}(c)) where Sn−1(c)\mathbb{S}^{n-1}(c) is the standard (n−1)(n-1)-sphere of curvature 1/c21/c^2, with c∈(0,1)c\in(0,1). We prove that if the convergence to the asympto…

2013-03-14abs ↗pdf ↗