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09/15/2023
Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates
Oobleck enables resilient distributed training of large DNN models with ...
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03/04/2023
Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training
Deep learning has experienced significant growth in recent years, result...
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02/24/2022
SLRNet: Semi-Supervised Semantic Segmentation Via Label Reuse for Human Decomposition Images
Semantic segmentation is a challenging computer vision task demanding a ...
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05/20/2021
Pseudo Pixel-level Labeling for Images with Evolving Content
Annotating images for semantic segmentation requires intense manual labo...
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03/19/2020