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

Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022
Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022
Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 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
Weighted Mutual Learning with Diversity-Driven Model Compression NIPS 2022
Robust Binary Models by Pruning Randomly-initialized Networks NIPS 2022
Learning Best Combination for Efficient N:M Sparsity NIPS 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Pruning has a disparate impact on model accuracy NIPS 2022
Rare Gems: Finding Lottery Tickets at Initialization NIPS 2022
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations NIPS 2022
Are All Linear Regions Created Equal? AISTATS 2022
Pruning Randomly Initialized Neural Networks with Iterative Randomization NIPS 2021
M-FAC: Efficient Matrix-Free Approximations of Second-Order Information NIPS 2021
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation IJCAI 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration NIPS 2021
Rethinking Network Pruning – under the Pre-train and Fine-tune Paradigm NAACL 2021
Low-Complexity Probing via Finding Subnetworks NAACL 2021
The Elastic Lottery Ticket Hypothesis NIPS 2021
Network Pruning via Performance Maximization CVPR 2021
Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NIPS 2021
On the Predictability of Pruning Across Scales ICML 2021
CAP: Context-Aware Pruning for Semantic Segmentation WACV 2021
Manifold Regularized Dynamic Network Pruning CVPR 2021