← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6876 directly classified papers

Papers per year

Papers

Fast Neural Machine Translation Implementation ACL 2018
The Speechmatics Parallel Corpus Filtering System for WMT18 EMNLP 2018
Lean Multiclass Crowdsourcing CVPR 2018
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Training Gaussian Mixture Models at Scale via Coresets JMLR 2018
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization JMLR 2018
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018
OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU ACL 2018
Marian: Cost-effective High-Quality Neural Machine Translation in C++ ACL 2018
Binarized LSTM Language Model NAACL 2018
Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling INTERSPEECH 2018
Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation NAACL 2018
Differential Energy Profiling: Energy Optimization via Diffing Similar Apps OSDI 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost OSDI 2018
Arachne: Core-Aware Thread Management OSDI 2018
Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems INTERSPEECH 2018
On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis INTERSPEECH 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Machine Learning Powered Data Platform for High-Quality Speech and NLP Workflows INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018
Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018
K-means clustering using random matrix sparsification ICML 2018
Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018
Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018