conftrace_

weight pruning

57 papers

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WP

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model compression (3302) neural network pruning (265) neural network (6616) model pruning (237) knowledge distillation (3725) neural network optimization (1293) large language model (13587) structured sparsity (89) network pruning (183) transfer learning (5449)

Papers

Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning NIPS 2022
On Measuring Excess Capacity in Neural Networks NIPS 2022
Parameter-Efficient Masking Networks NIPS 2022
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021
Effective Sparsification of Neural Networks With Global Sparsity Constraint CVPR 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation IJCAI 2021
Against Membership Inference Attack: Pruning is All You Need IJCAI 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021
Evolving Search Space for Neural Architecture Search ICCV 2021
Disentangling Representations of Text by Masking Transformers EMNLP 2021
Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks AAAI 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020
DropNet: Reducing Neural Network Complexity via Iterative Pruning ICML 2020
LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression COLING 2020
Inducing and Exploiting Activation Sparsity for Fast Inference on Deep Neural Networks ICML 2020
Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020
Soft Threshold Weight Reparameterization for Learnable Sparsity ICML 2020
Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning ACL 2020
Pruning Filter in Filter NIPS 2020
Movement Pruning: Adaptive Sparsity by Fine-Tuning NIPS 2020
Self-Supervised Generative Adversarial Compression NIPS 2020
Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks ACL 2019
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask NIPS 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019