Efficient Computing

Adaptive Compressive Onset-Enhancement for Improved Speech Intelligibility in Noise and Reverberation Interspeech 2020 Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning ICML 2020 Adaptive Gradient Quantization for Data-Parallel SGD NeurIPS 2020 Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web NeurIPS 2020 A Data-Centric Framework for Composable NLP Workflows EMNLP 2020 AdaTune: Adaptive Tensor Program Compilation Made Efficient NeurIPS 2020 AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020 Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks ICLR 2020 Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization AISTATS 2020 A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020 A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020 A Double Residual Compression Algorithm for Efficient Distributed Learning AISTATS 2020 A Hybrid HMM-Waveglow Based Text-to-Speech Synthesizer Using Histogram Equalization for Low Resource Indian Languages Interspeech 2020 AIFM: High-Performance, Application-Integrated Far Memory OSDI 2020 ALBERT-BiLSTM for Sequential Metaphor Detection ACL 2020 Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020 A Multi-Scale Guided Cascade Hourglass Network for Depth Completion WACV 2020 Analysis of Resource-efficient Predictive Models for Natural Language Processing EMNLP 2020 Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020 Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer Interspeech 2020 And the Bit Goes Down: Revisiting the Quantization of Neural Networks ICLR 2020 An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise AISTATS 2020 An Integrated Enhancement Solution for 24-Hour Colorful Imaging AAAI 2020 Ansor: Generating High-Performance Tensor Programs for Deep Learning OSDI 2020 AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020