model pruning

Sparse Probabilistic Circuits via Pruning and Growing NeurIPS 2022 Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm ACL 2022 TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models ACL 2022 The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains EMNLP 2022 The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models EMNLP 2022 Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search ICCV 2021 Against Membership Inference Attack: Pruning is All You Need IJCAI 2021 A Unified Speaker Adaptation Approach for ASR EMNLP 2021 A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness NeurIPS 2021 Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression EMNLP 2021 Block Pruning For Faster Transformers EMNLP 2021 CDFI: Compression-Driven Network Design for Frame Interpolation CVPR 2021 CHIP: CHannel Independence-based Pruning for Compact Neural Networks NeurIPS 2021 Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021 Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021 Exploration and Estimation for Model Compression ICCV 2021 Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021 Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation CVPR 2021 Layer-wise Model Pruning based on Mutual Information EMNLP 2021 Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021 Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021 On Attention Redundancy: A Comprehensive Study NAACL 2021 Only Train Once: A One-Shot Neural Network Training And Pruning Framework NeurIPS 2021 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NeurIPS 2021 Powerpropagation: A sparsity inducing weight reparameterisation NeurIPS 2021