Efficient Computing

TBT (Toolkit to Build TTS): A High Performance Framework to Build Multiple Language HTS Voice Interspeech 2017 Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017 Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017 Towards Compact and Fast Neural Machine Translation Using a Combined Method EMNLP 2017 Training Quantized Nets: A Deeper Understanding NeurIPS 2017 Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NeurIPS 2017 Using Approximated Auditory Roughness as a Pre-Filtering Feature for Human Screaming and Affective Speech AED Interspeech 2017 Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017 VecShare: A Framework for Sharing Word Representation Vectors EMNLP 2017 VFP: A Virtual Switch Platform for Host SDN in the Public Cloud NSDI 2017 Video-Based Tracking of Jaw Movements During Speech: Preliminary Results and Future Directions Interspeech 2017 Visual-Inertial Odometry on Chip: An Algorithm-and-Hardware Co-design Approach RSS 2017 Weighted-Entropy-Based Quantization for Deep Neural Networks CVPR 2017 XPose: Reinventing User Interaction with Flying Cameras RSS 2017 ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017 A Communication-Efficient Parallel Algorithm for Decision Tree NeurIPS 2016 Adaptive Latency for Part-of-Speech Tagging in Incremental Text-to-Speech Synthesis Interspeech 2016 Altruistic Scheduling in Multi-Resource Clusters OSDI 2016 An Adaptive Multi-Band System for Low Power Voice Command Recognition Interspeech 2016 An Interactive System for Exploring Community Question Answering Forums COLING 2016 A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions Interspeech 2016 A Spectral Modulation Sensitivity Weighted Pre-Emphasis Filter for Active Noise Control System Interspeech 2016 ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks Using Angle Sensitive Pixels CVPR 2016 Automatic Image Cropping : A Computational Complexity Study CVPR 2016