Efficient Computing

wPerf: Generic Off-CPU Analysis to Identify Bottleneck Waiting Events OSDI 2018 WRPN: Wide Reduced-Precision Networks ICLR 2018 WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018 xUnit: Learning a Spatial Activation Function for Efficient Image Restoration CVPR 2018 µTune: Auto-Tuned Threading for OLDI Microservices OSDI 2018 A Comparative Evaluation of GMM-Free State Tying Methods for ASR Interspeech 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning CVPR 2017 Adaptive Classification for Prediction Under a Budget NeurIPS 2017 Adaptive Neural Networks for Efficient Inference ICML 2017 Adaptive Randomized Dimension Reduction on Massive Data JMLR 2017 A distributed block coordinate descent method for training l1 regularized linear classifiers JMLR 2017 A Fully Convolutional Neural Network for Speech Enhancement Interspeech 2017 A Low Power, Fully Event-Based Gesture Recognition System CVPR 2017 Alto: Rapid Prototyping for Parsing and Translation EACL 2017 AMVH: Asymmetric Multi-Valued Hashing CVPR 2017 Analytical Guarantees on Numerical Precision of Deep Neural Networks ICML 2017 A Neural Parametric Singing Synthesizer Interspeech 2017 An Extensible Framework for Verification of Numerical Claims EACL 2017 An Inductance-Based Sensing System for Bellows-Driven Continuum Joints in Soft Robots RSS 2017 AutoFolio: An Automatically Configured Algorithm Selector (Extended Abstract) IJCAI 2017 Automated Bug Removal for Software-Defined Networks NSDI 2017 Bayesian Compression for Deep Learning NeurIPS 2017 Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017 Budget-Aware Deep Semantic Video Segmentation CVPR 2017