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08/28/2018
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild
Humans are arguably innately prepared to possess the ability to comprehe...
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03/29/2018
Investigating Capsule Networks with Dynamic Routing for Text Classification
In this study, we explore capsule networks with dynamic routing for text...
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02/25/2018
Detecting Comma-shaped Clouds for Severe Weather Forecasting using Shape and Motion
Meteorologists use shapes and movements of clouds in satellite images as...
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02/01/2018
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers
Model pruning has become a useful technique that improves the computatio...
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01/19/2018
Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations
Strict partial order is a mathematical structure commonly seen in relati...
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12/25/2017
Leveraging Long and Short-term Information in Content-aware Movie Recommendation
Movie recommendation systems provide users with ranked lists of movies b...
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12/19/2017
A Faster Drop-in Implementation for Leaf-wise Exact Greedy Induction of Decision Tree Using Pre-sorted Deque
This short article presents a new implementation for decision trees. By ...
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11/12/2017
Aggregated Wasserstein Metric and State Registration for Hidden Markov Models
We propose a framework, named Aggregated Wasserstein, for computing a di...
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01/04/2017
Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data
We proposed a probabilistic approach to joint modeling of participants' ...
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08/05/2016
A Distance for HMMs based on Aggregated Wasserstein Metric and State Registration
We propose a framework, named Aggregated Wasserstein, for computing a di...
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09/30/2015
Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support
In a variety of research areas, the weighted bag of vectors and the hist...
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06/28/2015