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01/11/2023
Rethinking complex-valued deep neural networks for monaural speech enhancement
Despite multiple efforts made towards adopting complex-valued deep neura...
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12/08/2021
NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers
Estimating a time-varying spatial covariance matrix for a beamforming al...
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10/07/2021
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers
Multi-accelerator servers are increasingly being deployed in shared mult...
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02/21/2021
Information Decoding and SDR Implementation of DFRC Systems Without Training Signals
Recent performance analysis of dual-function radar communications (DFRC)...
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10/21/2020
Transferable Graph Optimizers for ML Compilers
Most compilers for machine learning (ML) frameworks need to solve many c...
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09/28/2019