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neural network sparsification

7 papers

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Co-occurring keywords

model compression (3302) neural network pruning (265) weight pruning (57) neural network (6616) marginal likelihood (75) laplace approximation (70) model pruning (237) feature sparsification (4) ensemble method (564) model ensemble (247)

Papers

Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective AAAI 2025
Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization ICLR 2025
Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood NIPS 2024
Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023
Effective Sparsification of Neural Networks With Global Sparsity Constraint CVPR 2021
TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service ICML 2018
Doubly Sparsifying Network IJCAI 2017