Efficient Computing

Shenango: Achieving High CPU Efficiency for Latency-sensitive Datacenter Workloads NSDI 2019 Show Your Work: Improved Reporting of Experimental Results EMNLP 2019 Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019 SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition JMLR 2019 Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019 Size-aware Sharding For Improving Tail Latencies in In-memory Key-value Stores NSDI 2019 Sketching for Latent Dirichlet-Categorical Models AISTATS 2019 Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware ICLR 2019 Slimmable Neural Networks ICLR 2019 Small and Practical BERT Models for Sequence Labeling EMNLP 2019 Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence CVPR 2019 Space and Time Efficient Kernel Density Estimation in High Dimensions NeurIPS 2019 SparseMask: Differentiable Connectivity Learning for Dense Image Prediction ICCV 2019 SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NeurIPS 2019 Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric Interspeech 2019 Speech Emotion Recognition with a Reject Option Interspeech 2019 Splitting Steepest Descent for Growing Neural Architectures NeurIPS 2019 Spot the Pleasant People! Navigating the Cocktail Party Buzz Interspeech 2019 Stand-Alone Self-Attention in Vision Models NeurIPS 2019 Static Automatic Batching In TensorFlow ICML 2019 Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation CVPR 2019 Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification Interspeech 2019 Subjective Evaluation of Communicative Effort for Younger and Older Adults in Interactive Tasks with Energetic and Informational Masking Interspeech 2019 Subspace Pooling Based Temporal Features Extraction for Audio Event Recognition Interspeech 2019 Summary Level Training of Sentence Rewriting for Abstractive Summarization EMNLP 2019