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07/18/2023
RepViT: Revisiting Mobile CNN From ViT Perspective
Recently, lightweight Vision Transformers (ViTs) demonstrate superior pe...
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06/06/2023
FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping
The dynamic request patterns of machine learning (ML) inference workload...
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04/04/2023
Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural Network
Reasonably and effectively monitoring arrhythmias through ECG signals ha...
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03/23/2023
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels
Multi-label recognition (MLR) with incomplete labels is very challenging...
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09/03/2022
Sion: Elastic Serverless Cloud Storage
Cloud object storage such as AWS S3 is cost-effective and highly elastic...
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06/05/2022
MPANet: Multi-Patch Attention For Infrared Small Target object Detection
Infrared small target detection (ISTD) has attracted widespread attentio...
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05/07/2022
Arrhythmia Classifier using Binarized Convolutional Neural Network for Resource-Constrained Devices
Monitoring electrocardiogram signals is of great significance for the di...
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02/27/2022
Arrhythmia Classifier Using Convolutional Neural Network with Adaptive Loss-aware Multi-bit Networks Quantization
Cardiovascular disease (CVDs) is one of the universal deadly diseases, a...
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12/01/2021
Interactive Model with Structural Loss for Language-based Abductive Reasoning
The abductive natural language inference task (αNLI) is proposed to infe...
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05/24/2021
FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute
Serverless computing, or Function-as-a-Service (FaaS), enables a new way...
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10/14/2020
Wukong: A Scalable and Locality-Enhanced Framework for Serverless Parallel Computing
Serverless computing is increasingly being used for parallel computing, ...
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01/28/2020
InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache
Internet-scale web applications are becoming increasingly storage-intens...
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10/14/2019
In Search of a Fast and Efficient Serverless DAG Engine
Python-written data analytics applications can be modeled as and compile...
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05/29/2019
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation
A type description is a succinct noun compound which helps human and mac...
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02/27/2019