memory efficiency

Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images CVPR 2019 Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks CVPR 2019 Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ICCV 2019 Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019 Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NeurIPS 2019 Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products NeurIPS 2019 Faster Boosting with Smaller Memory NeurIPS 2019 Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks ACL 2019 Memory Efficient Adaptive Optimization NeurIPS 2019 More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NeurIPS 2019 ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019 Reversible GANs for Memory-Efficient Image-To-Image Translation CVPR 2019 Scalable Recollections for Continual Lifelong Learning AAAI 2019 Text Level Graph Neural Network for Text Classification EMNLP 2019 Adafactor: Adaptive Learning Rates with Sublinear Memory Cost ICML 2018 Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling ICLR 2018 Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018 WRPN: Wide Reduced-Precision Networks ICLR 2018 MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017 The Reversible Residual Network: Backpropagation Without Storing Activations NeurIPS 2017 LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NeurIPS 2016 Memory-Efficient Backpropagation Through Time NeurIPS 2016 Memory Efficient Max Flow for Multi-Label Submodular MRFs CVPR 2016 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015 Deep Fried Convnets ICCV 2015