research
∙
12/14/2022
Toroidal Coordinates: Decorrelating Circular Coordinates With Lattice Reduction
The circular coordinates algorithm of de Silva, Morozov, and Vejdemo-Joh...
share
research
∙
01/04/2022
Supervised Homogeneity Fusion: a Combinatorial Approach
Fusing regression coefficients into homogenous groups can unveil those c...
research
∙
07/13/2021
Region attention and graph embedding network for occlusion objective class-based micro-expression recognition
Micro-expression recognition (MER) has attracted lots of researchers' at...
research
∙
07/04/2021
Persistent Cup-Length
Cohomological ideas have recently been injected into persistent homology...
research
∙
06/30/2021
Real-Time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches
This paper develops an incremental learning algorithm based on quadratic...
research
∙
01/13/2021
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition
Micro-Expression Recognition has become challenging, as it is extremely ...
research
∙
12/24/2020
Objective Class-based Micro-Expression Recognition through Simultaneous Action Unit Detection and Feature Aggregation
Micro-expression recognition (MER) has attracted lots of researchers' at...
research
∙
12/28/2019
Persistent Homotopy Groups of Metric Spaces
We study notions of persistent homotopy groups of compact metric spaces ...
research
∙
08/04/2019
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models
Simultaneous inference after model selection is of critical importance t...
research
∙
02/11/2019
Understanding over-parameterized deep networks by geometrization
A complete understanding of the widely used over-parameterized deep netw...
research
∙
01/06/2019
Geometrization of deep networks for the interpretability of deep learning systems
How to understand deep learning systems remains an open problem. In this...
research
∙
05/22/2018
Reducing Parameter Space for Neural Network Training
For neural networks (NNs) with rectified linear unit (ReLU) or binary ac...
research
∙
11/24/2017
Demystifying AlphaGo Zero as AlphaGo GAN
The astonishing success of AlphaGo ZeroSilver_AlphaGo invokes a worldwid...
research
∙
10/30/2017