Efficient Computing

AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020 Apache Mahout: Machine Learning on Distributed Dataflow Systems JMLR 2020 A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech Interspeech 2020 Approximate Cross-Validation in High Dimensions with Guarantees AISTATS 2020 APQ: Joint Search for Network Architecture, Pruning and Quantization Policy CVPR 2020 ASAP: Architecture Search, Anneal and Prune AISTATS 2020 A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling IJCAI 2020 A Signal Propagation Perspective for Pruning Neural Networks at Initialization ICLR 2020 A Sound Engineering Approach to Near End Listening Enhancement Interspeech 2020 Assessing Image Quality Issues for Real-World Problems CVPR 2020 Assise: Performance and Availability via Client-local NVM in a Distributed File System OSDI 2020 A Statistical Framework for Low-bitwidth Training of Deep Neural Networks NeurIPS 2020 Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers Interspeech 2020 A Streaming Approach For Efficient Batched Beam Search EMNLP 2020 A Tensor Compiler for Unified Machine Learning Prediction Serving OSDI 2020 AtomNAS: Fine-Grained End-to-End Neural Architecture Search ICLR 2020 A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters OSDI 2020 AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020 AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks ICML 2020 Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NeurIPS 2020 Automatic Assessment of Dysarthric Severity Level Using Audio-Video Cross-Modal Approach in Deep Learning Interspeech 2020 Automatic Differentiation of Sketched Regression AISTATS 2020 Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach CVPR 2020 AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020 AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification Interspeech 2020