Efficient Computing

Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking ICLR 2019 Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network CVPR 2019 Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise ICCV 2019 Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NeurIPS 2019 Enriched Feature Guided Refinement Network for Object Detection ICCV 2019 Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019 Errudite: Scalable, Reproducible, and Testable Error Analysis ACL 2019 ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network CVPR 2019 Expert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters AAAI 2019 Expert Sample Consensus Applied to Camera Re-Localization ICCV 2019 Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks AISTATS 2019 Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks NeurIPS 2019 Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products NeurIPS 2019 Fast determinantal point processes via distortion-free intermediate sampling COLT 2019 Faster Boosting with Smaller Memory NeurIPS 2019 Fast Human Pose Estimation CVPR 2019 FastSpeech: Fast, Robust and Controllable Text to Speech NeurIPS 2019 FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019 Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data ICML 2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019 Finding Options that Minimize Planning Time ICML 2019 Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems AAAI 2019 Fine-tune BERT with Sparse Self-Attention Mechanism EMNLP 2019 Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019 Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification NSDI 2019