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memory efficiency

261 papers

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Co-occurring keywords

model compression (3302) large language model (13587) memory optimization (114) attention mechanism (4001) neural network (6616) efficient computing (781) inference optimization (219) kv cache (74) convolutional neural network (4226) parameter-efficient fine-tuning (736)

Papers

The Reversible Residual Network: Backpropagation Without Storing Activations NIPS 2017
MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017
Memory Efficient Max Flow for Multi-Label Submodular MRFs CVPR 2016
Memory-Efficient Backpropagation Through Time NIPS 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Deep Fried Convnets ICCV 2015
An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015
Memory (and Time) Efficient Sequential Monte Carlo ICML 2014
Memory and Computation Efficient PCA via Very Sparse Random Projections ICML 2014
Large-Scale Learning with Less RAM via Randomization ICML 2013
Memory-efficient inference in dynamic graphical models using multiple cores AISTATS 2012