Efficient Computing

Pelee: A Real-Time Object Detection System on Mobile Devices NeurIPS 2018 Performance Analysis of Cloud Applications NSDI 2018 Pieces of Eight: 8-bit Neural Machine Translation NAACL 2018 Pocket: Elastic Ephemeral Storage for Serverless Analytics OSDI 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NeurIPS 2018 Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding Interspeech 2018 PowerMan: An Out-of-Band Management Network for Datacenters Using Power Line Communication NSDI 2018 Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data ICLR 2018 PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems OSDI 2018 Product Kernel Interpolation for Scalable Gaussian Processes AISTATS 2018 Prophecy: Accelerating Mobile Page Loads Using Final-state Write Logs NSDI 2018 Push-Net: Deep Planar Pushing for Objects with Unknown Physical Properties RSS 2018 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018 Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation CVPR 2018 Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations JMLR 2018 Random Subspace with Trees for Feature Selection Under Memory Constraints AISTATS 2018 Recurrent Residual Module for Fast Inference in Videos CVPR 2018 Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018 ResQ: Enabling SLOs in Network Function Virtualization NSDI 2018 Reversible Recurrent Neural Networks NeurIPS 2018 R-FCN-3000 at 30fps: Decoupling Detection and Classification CVPR 2018 Robust Voice Activity Detection Using Frequency Domain Long-Term Differential Entropy Interspeech 2018 Scaling Neural Machine Translation EMNLP 2018 SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018 Self-Attentional Acoustic Models Interspeech 2018