Efficient Computing

Temporally Efficient Deep Learning with Spikes ICLR 2018 Temporal Noise Shaping with Companding Interspeech 2018 TETRIS: TilE-matching the TRemendous Irregular Sparsity NeurIPS 2018 The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid ACL 2018 The Speechmatics Parallel Corpus Filtering System for WMT18 EMNLP 2018 The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018 ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018 Towards Effective Low-Bitwidth Convolutional Neural Networks CVPR 2018 Training and Inference with Integers in Deep Neural Networks ICLR 2018 Training Deep Neural Networks with 8-bit Floating Point Numbers NeurIPS 2018 Training DNNs with Hybrid Block Floating Point NeurIPS 2018 Training Gaussian Mixture Models at Scale via Coresets JMLR 2018 Training wide residual networks for deployment using a single bit for each weight ICLR 2018 Transfer Learning with Neural AutoML NeurIPS 2018 Transparent, Efficient, and Robust Word Embedding Access with WOMBAT COLING 2018 TuringBox: An Experimental Platform for the Evaluation of AI Systems IJCAI 2018 Twin Regularization for Online Speech Recognition Interspeech 2018 Two-Step Quantization for Low-Bit Neural Networks CVPR 2018 UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation EMNLP 2018 Variational image compression with a scale hyperprior ICLR 2018 Vesper: Measuring Time-to-Interactivity for Web Pages NSDI 2018 Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output NAACL 2018 Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification IJCAI 2018 Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018 Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems Interspeech 2018