Efficient Computing

FlowBlaze: Stateful Packet Processing in Hardware NSDI 2019 Focused Quantization for Sparse CNNs NeurIPS 2019 From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019 Fully Learnable Group Convolution for Acceleration of Deep Neural Networks CVPR 2019 Fully Quantized Network for Object Detection CVPR 2019 Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NeurIPS 2019 Global Sparse Momentum SGD for Pruning Very Deep Neural Networks NeurIPS 2019 GPU-Based WFST Decoding with Extra Large Language Model Interspeech 2019 Gradient Boosting with Piece-Wise Linear Regression Trees IJCAI 2019 Grammatical Sequence Prediction for Real-Time Neural Semantic Parsing ACL 2019 GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing ICCV 2019 Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ICCV 2019 Group Sampling for Scale Invariant Face Detection CVPR 2019 GSLAM: A General SLAM Framework and Benchmark ICCV 2019 HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019 HarDNet: A Low Memory Traffic Network ICCV 2019 HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions ICCV 2019 HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs CVPR 2019 High-Throughput Computation of Shannon Mutual Information on Chip RSS 2019 HMLasso: Lasso with High Missing Rate IJCAI 2019 How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL 2019 How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL 2019 Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NeurIPS 2019 IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network Interspeech 2019 Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019