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04/25/2023
DuETT: Dual Event Time Transformer for Electronic Health Records
Electronic health records (EHRs) recorded in hospital settings typically...
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06/07/2022
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers
The computational benefits of iterative non-autoregressive transformers ...
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03/28/2022
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval
In text-video retrieval, the objective is to learn a cross-modal similar...
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07/29/2021
Temporal Dependencies in Feature Importance for Time Series Predictions
Explanation methods applied to sequential models for multivariate time s...
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05/06/2021
Weakly Supervised Action Selection Learning in Video
Localizing actions in video is a core task in computer vision. The weakl...
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12/12/2019
Learning Effective Visual Relationship Detector on 1 GPU
We present our winning solution to the Open Images 2019 Visual Relations...
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11/19/2019
Cross-Class Relevance Learning for Temporal Concept Localization
We present a novel Cross-Class Relevance Learning approach for the task ...
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06/12/2019
Semi-Supervised Exploration in Image Retrieval
We present our solution to Landmark Image Retrieval Challenge 2019. This...
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04/08/2019
Diabetes Mellitus Forecasting Using Population Health Data in Ontario, Canada
Leveraging health administrative data (HAD) datasets for predicting the ...
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11/02/2018
Noise Contrastive Estimation for Scalable Linear Models for One-Class Collaborative Filtering
Previous highly scalable one-class collaborative filtering methods such ...
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11/11/2017