Efficient Computing

Real Time Pitch Shifting with Formant Structure Preservation Using the Phase Vocoder Interspeech 2017 Recursive Sampling for the Nystrom Method NeurIPS 2017 Reducing the Computational Complexity of Two-Dimensional LSTMs Interspeech 2017 Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things ICML 2017 Scalable Learning of Non-Decomposable Objectives AISTATS 2017 Scaling Submodular Maximization via Pruned Submodularity Graphs AISTATS 2017 Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction ICML 2017 ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes CVPR 2017 Select-and-Evaluate: A Learning Framework for Large-Scale Knowledge Graph Search ACML 2017 Semantic Edge Detection for Tracking Vocal Tract Air-Tissue Boundaries in Real-Time Magnetic Resonance Images Interspeech 2017 Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU EMNLP 2017 Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NeurIPS 2017 Sparse Embedded k-Means Clustering NeurIPS 2017 Spatially Adaptive Computation Time for Residual Networks CVPR 2017 Speech Recognition and Understanding on Hardware-Accelerated DSP Interspeech 2017 Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR 2017 Speeding Up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary ACL 2017 SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017 Stateless Network Functions: Breaking the Tight Coupling of State and Processing NSDI 2017 StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017 Storage Fit Learning with Unlabeled Data IJCAI 2017 Structured adaptive and random spinners for fast machine learning computations AISTATS 2017 Student-Teacher Training with Diverse Decision Tree Ensembles Interspeech 2017 Subband Selection for Binaural Speech Source Localization Interspeech 2017 Superpixel-Based Tracking-By-Segmentation Using Markov Chains CVPR 2017