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04/20/2023
Multi-label Node Classification On Graph-Structured Data
Graph Neural Networks (GNNs) have shown state-of-the-art improvements in...
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03/16/2023
Local Search for Solving Satisfiability of Polynomial Formulas
Satisfiability Modulo the Theory of Nonlinear Real Arithmetic, SMT(NRA) ...
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01/14/2023
Isolating Bounded and Unbounded Real Roots of a Mixed Trigonometric-Polynomial
Mixed trigonometric-polynomials (MTPs) are functions of the form f(x,sin...
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06/28/2022
ECG Heartbeat classification using deep transfer learning with Convolutional Neural Network and STFT technique
Electrocardiogram (ECG) is a simple non-invasive measure to identify hea...
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02/12/2022
Square-free Strong Triangular Decomposition of Zero-dimensional Polynomial Systems
Triangular decomposition with different properties has been used for var...
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11/30/2018
Deep Multimodal Learning: An Effective Method for Video Classification
Videos have become ubiquitous on the Internet. And video analysis can pr...
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06/02/2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships
Most existing algorithms for depth estimation from single monocular imag...
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05/19/2018
Episodic Memory Deep Q-Networks
Reinforcement learning (RL) algorithms have made huge progress in recent...
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07/25/2017
Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks
We study the problem of estimating the relative depth order of point pai...
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12/30/2014
A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression
We propose a robust inferential procedure for assessing uncertainties of...
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12/06/2014