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06/27/2023
DataCI: A Platform for Data-Centric AI on Streaming Data
We introduce DataCI, a comprehensive open-source platform designed speci...
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01/01/2023
MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs
New architecture GPUs like A100 are now equipped with multi-instance GPU...
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07/19/2022
Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI
The success of today's AI applications requires not only model training ...
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12/08/2021
Adverse Weather Image Translation with Asymmetric and Uncertainty-aware GAN
Adverse weather image translation belongs to the unsupervised image-to-i...
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05/18/2021
ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale
AI engineering has emerged as a crucial discipline to democratize deep n...
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06/09/2020
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud
Combining video streaming and online retailing (V2R) has been a growing ...
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06/09/2020