 NOLA: Compressing LoRA using Linear Combination of Random BasisInternational Conference on Learning Representations (ICLR), 2023 |
 Magnitude Attention-based Dynamic PruningExpert systems with applications (ESWA), 2023 |
 A Unified Framework for Soft Threshold PruningInternational Conference on Learning Representations (ICLR), 2023 |
 Width and Depth Limits Commute in Residual NetworksInternational Conference on Machine Learning (ICML), 2023 |
 Neural Network Panning: Screening the Optimal Sparse Network Before
TrainingAsian Conference on Computer Vision (ACCV), 2022 |
 One-shot Network Pruning at Initialization with Discriminative Image
PatchesBritish Machine Vision Conference (BMVC), 2022 |
 PRANC: Pseudo RAndom Networks for Compacting deep modelsIEEE International Conference on Computer Vision (ICCV), 2022 |
 Dimensionality Reduced Training by Pruning and Freezing Parts of a Deep
Neural Network, a SurveyArtificial Intelligence Review (Artif Intell Rev), 2022 |
 Convolutional Network Fabric Pruning With Label NoiseArtificial Intelligence Review (Artif Intell Rev), 2022 |
 Bayesian Optimization with Clustering and Rollback for CNN Auto PruningEuropean Conference on Computer Vision (ECCV), 2021 |
 Regularization in ResNet with Stochastic DepthNeural Information Processing Systems (NeurIPS), 2021 |
 Stable ResNetInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |
 A Gradient Flow Framework For Analyzing Network PruningInternational Conference on Learning Representations (ICLR), 2020 |
