The Costs and Benefits of Goal-Directed Attention in Deep Convolutional
  Neural Networks
Weight Normalization: A Simple Reparameterization to Accelerate Training
  of Deep Neural Networks
FreSCo: Mining Frequent Patterns in Simplicial Complexes Peculiar spectral statistics of ensembles of trees and star-like graphs The Boltzmann Equation from Quantum Field Theory Exact enumeration approach to first-passage time distribution of
  non-Markov random walks The notion of abstract Manifold: a pedagogical approach Optimal Design of Water Distribution Networks by Discrete State
  Transition Algorithm A Universal Scaling Theory for Complexity of Analog Computation Effective Lagrangians for linearized gravity in Randall-Sundrum model Time complexity of the Analyst's Traveling Salesman algorithm The Ponzano-Regge model and Reidemeister torsion Optimal Inference for Distributed Detection Positively Correlated Samples Save Pooled Testing Costs Geometry and arithmetic of integrable hierarchies of KdV type. I.
  Integrality Classification of diffraction patterns in single particle imaging
  experiments performed at X-ray free-electron lasers using a convolutional
  neural network Marginal sequential Monte Carlo for doubly intractable models A theory of finite-temperature Bose-Einstein condensates in neutron
  stars 3D morphology of a random field from its 2D cross-section Surface Plasmons in Thin Metallic Films Differential Equations for Singular Vectors of sl(n)
cs.LG cs.AI cs.NE