conftrace_

network pruning

183 papers

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Co-occurring keywords

model compression (3302) lottery ticket hypothesis (104) neural network pruning (265) neural network (6616) knowledge distillation (3725) neural network optimization (1293) convolutional neural network (4226) model pruning (237) neural architecture search (666) transfer learning (5449)

Papers

Quantifying lottery tickets under label noise: accuracy, calibration, and complexity UAI 2023
Graph Structure Learning via Lottery Hypothesis at Scale ACML 2023
How a Student becomes a Teacher: learning and forgetting through Spectral methods NIPS 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NIPS 2023
Towards Higher Ranks via Adversarial Weight Pruning NIPS 2023
A Three-regime Model of Network Pruning ICML 2023
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023
Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization IJCAI 2022
When To Prune? A Policy Towards Early Structural Pruning CVPR 2022
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning NAACL 2022
Learning Best Combination for Efficient N:M Sparsity NIPS 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters EMNLP 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022
Robust Binary Models by Pruning Randomly-initialized Networks NIPS 2022
A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022
Sparse Double Descent: Where Network Pruning Aggravates Overfitting ICML 2022
Variational Feature Pyramid Networks ICML 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network CVPR 2022
Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free CVPR 2022
Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022