Efficient Computing

JUMP: a Jointly Predictor for User Click and Dwell Time IJCAI 2018 K-means clustering using random matrix sparsification ICML 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018 Lean Multiclass Crowdsourcing CVPR 2018 Learning Compact Neural Networks with Regularization ICML 2018 Learning Compressed Transforms with Low Displacement Rank NeurIPS 2018 Learning Compressible 360° Video Isomers CVPR 2018 Learning Memory Access Patterns ICML 2018 Learning SMaLL Predictors NeurIPS 2018 Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018 Learning to Optimize Tensor Programs NeurIPS 2018 Learning towards Minimum Hyperspherical Energy NeurIPS 2018 Learning Versatile Filters for Efficient Convolutional Neural Networks NeurIPS 2018 LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation OSDI 2018 Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data ICML 2018 LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018 Low-rank passthrough neural networks ACL 2018 Machine Learning Powered Data Platform for High-Quality Speech and NLP Workflows Interspeech 2018 Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018 Measuring Beginner Friendliness of Japanese Web Pages explaining Academic Concepts by Integrating Neural Image Feature and Text Features ACL 2018 MegDet: A Large Mini-Batch Object Detector CVPR 2018 MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018 Mixed Precision Training of Convolutional Neural Networks using Integer Operations ICLR 2018 MobileNetV2: Inverted Residuals and Linear Bottlenecks CVPR 2018 Mobile Video Object Detection With Temporally-Aware Feature Maps CVPR 2018