Sparse Flows: Pruning Continuous-depth Models

Sparse Flows: Pruning Continuous-depth Models

24 June 2021

Lucas Liebenwein

Ramin Hasani

Alexander Amini

Daniela Rus

Papers citing "Sparse Flows: Pruning Continuous-depth Models"

12 / 12 papers shown

Title
Sparsity in Continuous-Depth Neural Networks H. Aliee Till Richter Mikhail Solonin I. Ibarra Fabian J. Theis Niki Kilbertus 19 10 0 26 Oct 2022
Pruning by Active Attention Manipulation Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu 4 0 0 20 Oct 2022
Interpreting Neural Policies with Disentangled Tree Representations Tsun-Hsuan Wang Wei Xiao Tim Seyde Ramin Hasani Daniela Rus DRL 19 2 0 13 Oct 2022
On the Forward Invariance of Neural ODEs Wei Xiao Tsun-Hsuan Wang Ramin Hasani Mathias Lechner Yutong Ban Chuang Gan Daniela Rus 26 11 0 10 Oct 2022
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 97 95 0 26 Sep 2022
Entangled Residual Mappings Mathias Lechner Ramin Hasani Z. Babaiee Radu Grosu Daniela Rus T. Henzinger Sepp Hochreiter 4 4 0 02 Jun 2022
End-to-End Sensitivity-Based Filter Pruning Z. Babaiee Lucas Liebenwein Ramin Hasani Daniela Rus Radu Grosu AAML 9 1 0 15 Apr 2022
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition Lucas Liebenwein Alaa Maalouf O. Gal Dan Feldman Daniela Rus 19 46 0 23 Jul 2021
Closed-form Continuous-time Neural Models Ramin Hasani Mathias Lechner Alexander Amini Lucas Liebenwein Aaron Ray Max Tschaikowski G. Teschl Daniela Rus PINN AI4TS 18 82 0 25 Jun 2021
Causal Navigation by Continuous-time Neural Networks Charles J. Vorbach Ramin Hasani Alexander Amini Mathias Lechner Daniela Rus 11 47 0 15 Jun 2021
Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization Chin-Wei Huang Ricky T. Q. Chen Christos Tsirigotis Aaron Courville OT 112 95 0 10 Dec 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,886 0 15 Sep 2016