Pruning Method

Blind Adversarial Pruning: Balance Accuracy, Efficiency and Robustness

Authors: Haidong Xie, Lixin Qian, Xueshuang Xiang, Naijin Liu | Published: 2020-04-10
Pruning Method
Robustness
Experimental Validation

Campfire: Compressible, Regularization-Free, Structured Sparse Training for Hardware Accelerators

Authors: Noah Gamboa, Kais Kudrolli, Anand Dhoot, Ardavan Pedram | Published: 2020-01-09 | Updated: 2020-01-13
Pruning Method
Robustness Evaluation
Deep Learning Method

Bypassing Backdoor Detection Algorithms in Deep Learning

Authors: Te Juin Lester Tan, Reza Shokri | Published: 2019-05-31 | Updated: 2020-06-06
Pruning Method
Membership Inference
Adversarial Attack Methods

Bayesian Compression for Deep Learning

Authors: Christos Louizos, Karen Ullrich, Max Welling | Published: 2017-05-24 | Updated: 2017-11-06
Parameter Identification
Pruning Method
Selection and Evaluation of Optimization Algorithms