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03/02/2023
Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing
Contrastive pretraining on parallel image-text data has attained great s...
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10/26/2022
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
Machine Learning (ML) research has focused on maximizing the accuracy of...
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03/31/2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
Recent advances like StyleGAN have promoted the growth of controllable f...
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11/11/2020
Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions
For many kinds of interventions, such as a new advertisement, marketing ...
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10/28/2020
DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data
Counterfactual prediction is about predicting outcome of the unobserved ...
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08/10/2020
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units
Deep learning models have achieved expert-level performance in healthcar...
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07/23/2018
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data
With the improvement of medical data capturing, vast amount of continuou...
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08/18/2016