Efficient Computing

Overview of the 6th Workshop on Asian Translation EMNLP 2019 Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019 Parameter Enhancement for MELP Speech Codec in Noisy Communication Environment Interspeech 2019 Park: An Open Platform for Learning-Augmented Computer Systems NeurIPS 2019 PEPSI : Fast Image Inpainting With Parallel Decoding Network CVPR 2019 Per-Tensor Fixed-Point Quantization of the Back-Propagation Algorithm ICLR 2019 Play and Prune: Adaptive Filter Pruning for Deep Model Compression IJCAI 2019 Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features Interspeech 2019 Positive-Unlabeled Compression on the Cloud NeurIPS 2019 Post training 4-bit quantization of convolutional networks for rapid-deployment NeurIPS 2019 PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization NeurIPS 2019 Practical Algorithms for Multi-Stage Voting Rules with Parallel Universes Tiebreaking AAAI 2019 Practical Applicability of Deep Neural Networks for Overlapping Speaker Separation Interspeech 2019 PRADO: Projection Attention Networks for Document Classification On-Device EMNLP 2019 Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019 Processing Megapixel Images with Deep Attention-Sampling Models ICML 2019 Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation AAAI 2019 ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019 Proximal Mean-Field for Neural Network Quantization ICCV 2019 PyRoboLearn: A Python Framework for Robot Learning Practitioners CoRL 2019 PyTorch: An Imperative Style, High-Performance Deep Learning Library NeurIPS 2019 Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations NeurIPS 2019 Quantization Networks CVPR 2019 ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs AAAI 2019 Real-Time Adversarial Attacks IJCAI 2019