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05/05/2023
Near-realtime Facial Animation by Deep 3D Simulation Super-Resolution
We present a neural network-based simulation super-resolution framework ...
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12/24/2021
Raw Produce Quality Detection with Shifted Window Self-Attention
Global food insecurity is expected to worsen in the coming decades with ...
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06/28/2021
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction
The needs for precisely estimating a student's academic performance have...
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05/03/2021
Consistency and Monotonicity Regularization for Neural Knowledge Tracing
Knowledge Tracing (KT), tracking a human's knowledge acquisition, is a c...
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10/19/2020
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
We propose SAINT+, a successor of SAINT which is a Transformer based kno...
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09/18/2020
AI-Driven Interface Design for Intelligent Tutoring System Improves Student Engagement
An Intelligent Tutoring System (ITS) has been shown to improve students'...
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05/08/2020
Choose Your Own Question: Encouraging Self-Personalization in Learning Path Construction
Learning Path Recommendation is the heart of adaptive learning, the educ...
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05/02/2020
Lagrangian Neural Style Transfer for Fluids
Artistically controlling the shape, motion and appearance of fluid simul...
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04/27/2020
Prescribing Deep Attentive Score Prediction Attracts Improved Student Engagement
Intelligent Tutoring Systems (ITSs) have been developed to provide stude...
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03/12/2020
Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow
We propose an end-to-end trained neural networkarchitecture to robustly ...
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02/14/2020
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
Knowledge tracing, the act of modeling a student's knowledge through lea...
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02/14/2020
Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment
Student dropout prediction provides an opportunity to improve student en...
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01/01/2020
Assessment Modeling: Fundamental Pre-training Tasks for Interactive Educational Systems
Interactive Educational Systems (IESs) have developed rapidly in recent ...
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12/18/2019
Frequency-Aware Reconstruction of Fluid Simulations with Generative Networks
Convolutional neural networks were recently employed to fully reconstruc...
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12/18/2019
Neural Smoke Stylization with Color Transfer
Artistically controlling fluid simulations requires a large amount of ma...
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12/06/2019
EdNet: A Large-Scale Hierarchical Dataset in Education
With advances in Artificial Intelligence in Education (AIEd) and the eve...
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05/17/2019
Transport-Based Neural Style Transfer for Smoke Simulations
Artistically controlling fluids has always been a challenging task. Opti...
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03/25/2019
Robust Reference Frame Extraction from Unsteady 2D Vector Fields with Convolutional Neural Networks
Robust feature extraction is an integral part of scientific visualizatio...
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06/06/2018
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
This paper presents a novel generative model to synthesize fluid simulat...
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05/25/2016