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09/03/2023
WindMill: A Parameterized and Pluggable CGRA Implemented by DIAG Design Flow
With the cross-fertilization of applications and the ever-increasing sca...
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07/06/2023
Towards Efficient Control Flow Handling in Spatial Architecture via Architecting the Control Flow Plane
Spatial architecture is a high-performance architecture that uses contro...
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12/12/2022
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models
Background: Encouraged by the success of pretrained Transformer models i...
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10/16/2022
HQNAS: Auto CNN deployment framework for joint quantization and architecture search
Deep learning applications are being transferred from the cloud to edge ...
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10/16/2022
FAQS: Communication-efficient Federate DNN Architecture and Quantization Co-Search for personalized Hardware-aware Preferences
Due to user privacy and regulatory restrictions, federate learning (FL) ...
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04/22/2022
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding
International Classification of Diseases (ICD) coding plays an important...
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01/01/2021
De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers
Objective:Electronic Medical Records (EMRs) contain clinical narrative t...
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12/11/2019
