Efficient Computing

Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization IJCAI 2018 Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018 DCFNet: Deep Neural Network with Decomposed Convolutional Filters ICML 2018 Deep Cauchy Hashing for Hamming Space Retrieval CVPR 2018 Deep End-to-End Time-of-Flight Imaging CVPR 2018 Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training ICLR 2018 Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions ICML 2018 Deep Learning Under Privileged Information Using Heteroscedastic Dropout CVPR 2018 Deep Rewiring: Training very sparse deep networks ICLR 2018 Defense Against Universal Adversarial Perturbations CVPR 2018 Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution NeurIPS 2018 Detail-Preserving Pooling in Deep Networks CVPR 2018 Detecting Correlations with Little Memory and Communication COLT 2018 Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018 Differential Energy Profiling: Energy Optimization via Diffing Similar Apps OSDI 2018 Dithered Quantization for Frequency-Domain Speech and Audio Coding Interspeech 2018 Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018 Efficient and Robust Question Answering from Minimal Context over Documents ACL 2018 Efficient Anomaly Detection via Matrix Sketching NeurIPS 2018 Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018 Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models Interspeech 2018 Efficient Keyword Spotting Using Time Delay Neural Networks Interspeech 2018 Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018 Efficient Neural Audio Synthesis ICML 2018 Efficient Sequence Learning with Group Recurrent Networks NAACL 2018