Efficient Computing

Enabling Wide-Spread Communications on Optical Fabric with MegaSwitch NSDI 2017 Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads NSDI 2017 End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks IJCAI 2017 Fast and robust tensor decomposition with applications to dictionary learning COLT 2017 Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks CVPR 2017 Fast Classification with Binary Prototypes AISTATS 2017 Fast Residual Forests: Rapid Ensemble Learning for Semantic Segmentation CoRL 2017 Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017 Fixed-Point Factorized Networks CVPR 2017 Flexplane: An Experimentation Platform for Resource Management in Datacenters NSDI 2017 Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NeurIPS 2017 Globally Induced Forest: A Prepruning Compression Scheme ICML 2017 Hard Mixtures of Experts for Large Scale Weakly Supervised Vision CVPR 2017 Hardware-Efficient Guided Image Filtering for Multi-Label Problem CVPR 2017 Hierarchically Compositional Kernels for Scalable Nonparametric Learning JMLR 2017 Hierarchically-partitioned Gaussian Process Approximation AISTATS 2017 High Dimensional Bayesian Optimization using Dropout IJCAI 2017 Improving User Perceived Page Load Times Using Gaze NSDI 2017 Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold Interspeech 2017 Learning-Based Abstractions for Nonlinear Constraint Solving IJCAI 2017 Learning Deep CNN Denoiser Prior for Image Restoration CVPR 2017 Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks CVPR 2017 Learning to Inpaint for Image Compression NeurIPS 2017 Learning to Run Heuristics in Tree Search IJCAI 2017 LightGBM: A Highly Efficient Gradient Boosting Decision Tree NeurIPS 2017