efficient computing

FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search CVPR 2019 From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019 Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks NeurIPS 2019 Grouped Spatial-Temporal Aggregation for Efficient Action Recognition ICCV 2019 Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NeurIPS 2019 Improved Techniques for Training Adaptive Deep Networks ICCV 2019 In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images CVPR 2019 Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization IJCAI 2019 LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition NeurIPS 2019 MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019 MobiLipNet: Resource-Efficient Deep Learning Based Lipreading Interspeech 2019 MobiVSR : Efficient and Light-Weight Neural Network for Visual Speech Recognition on Mobile Devices Interspeech 2019 More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NeurIPS 2019 Multinomial Distribution Learning for Effective Neural Architecture Search ICCV 2019 Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams ICCV 2019 Quantization Networks CVPR 2019 Robust Text Classifier on Test-Time Budgets EMNLP 2019 Self-Guided Network for Fast Image Denoising ICCV 2019 SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NeurIPS 2019 TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019 CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018 Constructing Fast Network through Deconstruction of Convolution NeurIPS 2018 Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018 Deep Neural Networks with Box Convolutions NeurIPS 2018 Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018