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05/19/2022
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities
Recent advances in Neural Architecture Search (NAS) such as one-shot NAS...
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02/25/2022
A Hardware-Aware System for Accelerating Deep Neural Network Optimization
Recent advances in Neural Architecture Search (NAS) which extract specia...
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02/24/2022
TrimBERT: Tailoring BERT for Trade-offs
Models based on BERT have been extremely successful in solving a variety...
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12/17/2020
Attention-based Image Upsampling
Convolutional layers are an integral part of many deep neural network so...
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12/02/2020
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks
Magnetic activity in stars manifests as dark spots on their surfaces tha...
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04/30/2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms
Previous works on Natural Language Generation (NLG) from structured data...
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04/19/2019
