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06/14/2023
Learning to Rank when Grades Matter
Graded labels are ubiquitous in real-world learning-to-rank applications...
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09/12/2022
On the Factory Floor: ML Engineering for Industrial-Scale Ads Recommendation Models
For industrial-scale advertising systems, prediction of ad click-through...
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02/14/2022
Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations
Real world recommendation systems influence a constantly growing set of ...
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10/13/2021
Dropout Prediction Variation Estimation Using Neuron Activation Strength
It is well-known DNNs would generate different prediction results even g...
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06/29/2021
Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images
Long-range context information is crucial for the semantic segmentation ...
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11/10/2020
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images
There are limited studies on the semantic segmentation of high-resolutio...
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10/20/2020