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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization NSDI 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost ICML 2018
Efficient Neural Audio Synthesis ICML 2018
High Performance Zero-Memory Overhead Direct Convolutions ICML 2018
Gradually Updated Neural Networks for Large-Scale Image Recognition ICML 2018
Learning Memory Access Patterns ICML 2018
Not All Samples Are Created Equal: Deep Learning with Importance Sampling ICML 2018
Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Efficient Sequence Learning with Group Recurrent Networks NAACL 2018
Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment NAACL 2018
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities NAACL 2018
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures NAACL 2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents NAACL 2018
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT COLING 2018
Constructing an Annotated Corpus of Verbal MWEs for English COLING 2018
Network Approximation using Tensor Sketching IJCAI 2018
Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports COLING 2018
On-Device Neural Language Model Based Word Prediction COLING 2018
Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization IJCAI 2018
A Brand-level Ranking System with the Customized Attention-GRU Model IJCAI 2018
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018
Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification IJCAI 2018
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method IJCAI 2018