Efficient Computing

Super Sparse Convolutional Neural Networks AAAI 2019 SWALP : Stochastic Weight Averaging in Low Precision Training ICML 2019 TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019 TDSNN: From Deep Neural Networks to Deep Spike Neural Networks with Temporal-Coding AAAI 2019 Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices Interspeech 2019 Temporal Coordination of Articulatory and Respiratory Events Prior to Speech Initiation Interspeech 2019 TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing ICML 2019 Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems NAACL 2019 The Synthesis of XNOR Recurrent Neural Networks with Stochastic Logic NeurIPS 2019 ThunderNet: Towards Real-Time Generic Object Detection on Mobile Devices ICCV 2019 Tiresias: A GPU Cluster Manager for Distributed Deep Learning NSDI 2019 Towards a Theoretical Understanding of Hashing-Based Neural Nets AISTATS 2019 Towards Hardware-Aware Tractable Learning of Probabilistic Models NeurIPS 2019 Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization ICML 2019 Training CNNs with Selective Allocation of Channels ICML 2019 Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019 Transferable Neural Projection Representations NAACL 2019 Transfusion: Understanding Transfer Learning for Medical Imaging NeurIPS 2019 Ultra-Compact NLU: Neuronal Network Binarization as Regularization Interspeech 2019 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019 Unleashing the Unused Potential of i-Vectors Enabled by GPU Acceleration Interspeech 2019 Unsupervised Learning of Object Keypoints for Perception and Control NeurIPS 2019 Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NeurIPS 2019 Using Ultrasound Imaging to Create Augmented Visual Biofeedback for Articulatory Practice Interspeech 2019