On the Number of Regions of Piecewise Linear Neural Networks

17 June 2022

Papers citing "On the Number of Regions of Piecewise Linear Neural Networks"

11 / 11 papers shown

Title
Spectral complexity of deep neural networks Simmaco Di Lillo Domenico Marinucci Michele Salvi S. Vigogna BDL 74 1 0 20 May 2025
Fractal and Regular Geometry of Deep Neural Networks Simmaco Di Lillo Domenico Marinucci Michele Salvi S. Vigogna MDE AI4CE 33 0 0 08 Apr 2025
ReLU Networks as Random Functions: Their Distribution in Probability Space Shreyas Chaudhari J. M. F. Moura 34 0 0 28 Mar 2025
The Space Between: On Folding, Symmetries and Sampling Michal Lewandowski Bernhard Heinzl Raphael Pisoni Bernhard A.Moser 57 0 0 11 Mar 2025
The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest Shen-Huan Lyu Jin-Hui Wu Qin-Cheng Zheng Baoliu Ye 31 0 0 06 Jul 2024
Tropical Expressivity of Neural Networks Shiv Bhatia Yueqi Cao Paul Lezeau Anthea Monod 21 0 0 30 May 2024
The Evolution of the Interplay Between Input Distributions and Linear Regions in Networks Xuan Qi Yi Wei 11 0 0 28 Oct 2023
Expressivity of Spiking Neural Networks Manjot Singh Adalbert Fono Gitta Kutyniok 16 2 0 16 Aug 2023
On convex decision regions in deep network representations Lenka Tvetková Thea Brusch Teresa Scheidt Fabian Martin Mager R. Aagaard Jonathan Foldager T. S. Alstrøm Lars Kai Hansen 36 2 0 26 May 2023
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 94 32 0 29 Apr 2023
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla Surbhi Singla S. Feizi AAML 35 54 0 05 Aug 2021