conftrace_

structured pruning

95 papers

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Also known as

SP

Co-occurring keywords

model compression (3302) knowledge distillation (3725) neural network optimization (1293) large language model (13587) neural network pruning (265) neural network (6616) model pruning (237) channel pruning (84) neural network compression (114) filter pruning (54)

Papers

Task-Agnostic Structured Pruning of Speech Representation Models INTERSPEECH 2023
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models INTERSPEECH 2023
GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023
Gradient-based Intra-attention Pruning on Pre-trained Language Models ACL 2023
ZipLM: Inference-Aware Structured Pruning of Language Models NIPS 2023
Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023
PruMUX: Augmenting Data Multiplexing with Model Compression ACL 2023
Boost Vision Transformer With GPU-Friendly Sparsity and Quantization CVPR 2023
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning NIPS 2023
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness AAAI 2023
Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023
PDP: Parameter-free Differentiable Pruning is All You Need NIPS 2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition INTERSPEECH 2023
Structured Pruning Learns Compact and Accurate Models ACL 2022
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022
Winning the Lottery Ahead of Time: Efficient Early Network Pruning ICML 2022
Data-Efficient Structured Pruning via Submodular Optimization NIPS 2022
Towards Fully Sparse Training: Information Restoration with Spatial Similarity AAAI 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
Hessian-Aware Pruning and Optimal Neural Implant WACV 2022
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NIPS 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration CVPR 2022
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022
Robust Lottery Tickets for Pre-trained Language Models ACL 2022