model deployment

Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021 Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ACL 2021 NeMo (Inverse) Text Normalization: From Development to Production Interspeech 2021 Outside the Echo Chamber: Optimizing the Performative Risk ICML 2021 Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models Interspeech 2021 ARBML: Democratizing Arabic Natural Language Processing Tools EMNLP 2020 GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing JMLR 2020 Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020 Stochastic Optimization for Performative Prediction NeurIPS 2020 Universal Source-Free Domain Adaptation CVPR 2020 Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019 Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019 Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search CVPR 2019 Clipper: A Low-Latency Online Prediction Serving System NSDI 2017 NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017