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Efficient Computing

6876 directly classified papers

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Papers

Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020
Learning Sparse Neural Networks for Better Generalization IJCAI 2020
Moniqua: Modulo Quantized Communication in Decentralized SGD ICML 2020
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing ICML 2020
Coresets for Data-efficient Training of Machine Learning Models ICML 2020
End-to-End Neural Transformer Based Spoken Language Understanding INTERSPEECH 2020
Lite Audio-Visual Speech Enhancement INTERSPEECH 2020
Neural Architecture Search on Acoustic Scene Classification INTERSPEECH 2020
Metadata-Aware End-to-End Keyword Spotting INTERSPEECH 2020
Low-Latency Single Channel Speech Dereverberation Using U-Net Convolutional Neural Networks INTERSPEECH 2020
A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech INTERSPEECH 2020
Deep Template Matching for Small-Footprint and Configurable Keyword Spotting INTERSPEECH 2020
Stacked 1D Convolutional Networks for End-to-End Small Footprint Voice Trigger Detection INTERSPEECH 2020
Real-Time Single-Channel Deep Neural Network-Based Speech Enhancement on Edge Devices INTERSPEECH 2020
Online Blind Reverberation Time Estimation Using CRNNs INTERSPEECH 2020
CAT: A CTC-CRF Based ASR Toolkit Bridging the Hybrid and the End-to-End Approaches Towards Data Efficiency and Low Latency INTERSPEECH 2020
A Hybrid HMM-Waveglow Based Text-to-Speech Synthesizer Using Histogram Equalization for Low Resource Indian Languages INTERSPEECH 2020
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020
Scalable and Generalizable Social Bot Detection through Data Selection AAAI 2020
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness AAAI 2020
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020
Efficient Automatic CASH via Rising Bandits AAAI 2020
Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020
Dynamic Instance Normalization for Arbitrary Style Transfer AAAI 2020
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020