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12/07/2022
Tracking the Dynamics of the Tear Film Lipid Layer
Dry Eye Disease (DED) is one of the most common ocular diseases: over fi...
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09/06/2022
Unsupervised Scene Sketch to Photo Synthesis
Sketches make an intuitive and powerful visual expression as they are fa...
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08/17/2022
Open Long-Tailed Recognition in a Dynamic World
Real world data often exhibits a long-tailed and open-ended (with unseen...
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07/15/2021
Recurrent Parameter Generators
We present a generic method for recurrently using the same parameters fo...
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06/17/2020
3D Shape Reconstruction from Free-Hand Sketches
Sketches are the most abstract 2D representations of real-world objects....
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11/27/2019
Orthogonal Convolutional Neural Networks
The instability and feature redundancy in CNNs hinders further performan...
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09/23/2019
Learning Coupled Spatial-temporal Attention for Skeleton-based Action Recognition
In this paper, we propose a coupled spatial-temporal attention (CSTA) mo...
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06/26/2019
Spatial Transformer for 3D Points
Point cloud is an efficient representation of 3D visual data, and enable...
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06/24/2019
SurReal: Fréchet Mean and Distance Transform for Complex-Valued Deep Learning
We develop a novel deep learning architecture for naturally complex-valu...
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04/10/2019
Large-Scale Long-Tailed Recognition in an Open World
Real world data often have a long-tailed and open-ended distribution. A ...
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12/05/2017
Joint Embedding and Classification for SAR Target Recognition
Deep learning can be an effective and efficient means to automatically d...
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07/03/2017