conftrace_

model pruning

237 papers

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Co-occurring keywords

model compression (3302) knowledge distillation (3725) neural network pruning (265) large language model (13587) lottery ticket hypothesis (104) neural network optimization (1293) transfer learning (5449) network pruning (183) neural network (6616) model quantization (281)

Papers

Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization IJCAI 2020
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NIPS 2019
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers NIPS 2019
Model Compression with Adversarial Robustness: A Unified Optimization Framework NIPS 2019
Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance INTERSPEECH 2019
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018
Structured Bayesian Pruning via Log-Normal Multiplicative Noise NIPS 2017
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions NIPS 2016
Pruning Random Forests for Prediction on a Budget NIPS 2016
Global Refinement of Random Forest CVPR 2015
Practical Variational Inference for Neural Networks NIPS 2011
Multiple-Instance Pruning For Learning Efficient Cascade Detectors NIPS 2007