On-device research index

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

Trend · papers per month

count % of corpus

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.

GANs BRE Discriminator Binary Activation Entropy

2018-05-09abs ↗pdf ↗

Rotational symmetry of non negatively curved expanding gradient Ricci solitonsmath.DG

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

2013-03-14abs ↗pdf ↗