FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning

11 March 2024

Papers citing "FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning"

5 / 5 papers shown

Title
Preserving Deep Representations In One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework Ryan Lucas Rahul Mazumder 74 0 0 27 Nov 2024
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models Xiang Meng Kayhan Behdin Haoyue Wang Rahul Mazumder 42 3 0 12 Jun 2024
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization Xiang Meng Shibal Ibrahim Kayhan Behdin Hussein Hazimeh Natalia Ponomareva Rahul Mazumder VLM 46 5 0 02 Mar 2024
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 191 1,027 0 06 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017