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01/18/2022
Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning
Learning informative representations from image-based observations is of...
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11/21/2021
Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks
Despite its great success, deep learning severely suffers from robustnes...
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05/21/2021
Polyjuice: High-Performance Transactions via Learned Concurrency Control
Concurrency control algorithms are key determinants of the performance o...
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01/13/2021
EventAnchor: Reducing Human Interactions in Event Annotation of Racket Sports Videos
The popularity of racket sports (e.g., tennis and table tennis) leads to...
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09/05/2020
PassVizor: Toward Better Understanding of the Dynamics of Soccer Passes
In soccer, passing is the most frequent interaction between players and ...
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06/05/2020
Parallel ensemble methods for causal direction inference
Inferring the causal direction between two variables from their observat...
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06/23/2019
Fully Automatic Liver Attenuation Estimation Combing CNN Segmentation and Morphological Operations
Manually tracing regions of interest (ROIs) within the liver is the de f...
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02/21/2019
Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics
Early detection of lung cancer is essential in reducing mortality. Recen...
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01/07/2019
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols
Whole brain segmentation on structural magnetic resonance imaging (MRI) ...
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11/10/2018