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03/22/2023
MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting Estimation
We propose a scene-level inverse rendering framework that uses multi-vie...
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03/21/2023
ExtremeNeRF: Few-shot Neural Radiance Fields Under Unconstrained Illumination
In this paper, we propose a new challenge that synthesizes a novel view ...
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03/03/2021
K-FACE: A Large-Scale KIST Face Database in Consideration with Unconstrained Environments
In this paper, we introduce a new large-scale face database from KIST, d...
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03/01/2021
A 3D model-based approach for fitting masks to faces in the wild
Face recognition research now requires a large number of labelled masked...
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10/28/2020
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications
To train deep learning models for vision-based action recognition of eld...
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03/25/2020
Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation
Existing techniques to encode spatial invariance within deep convolution...
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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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12/06/2019
EdNet: A Large-Scale Hierarchical Dataset in Education
With advances in Artificial Intelligence in Education (AIEd) and the eve...
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06/26/2019