Lei Gao | DeepAI

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∙ 04/30/2023

Interpretability of Machine Learning: Recent Advances and Future Prospects

The proliferation of machine learning (ML) has drawn unprecedented inter...

0 Lei Gao, et al. ∙

∙ 03/20/2022

Vision Transformer with Convolutions Architecture Search

Transformers exhibit great advantages in handling computer vision tasks....

0 Haichao Zhang, et al. ∙

∙ 10/28/2021

ODMTCNet: An Interpretable Multi-view Deep Neural Network Architecture for Image Feature Representation

This work proposes an interpretable multi-view deep neural network archi...

22 Lei Gao, et al. ∙

∙ 09/08/2021

Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects

Visual sensation and perception refers to the process of sensing, organi...

0 Bing Wei, et al. ∙

∙ 03/23/2021

Enhanced Gradient for Differentiable Architecture Search

In recent years, neural architecture search (NAS) methods have been prop...

0 Haichao Zhang, et al. ∙

∙ 03/09/2021

A Discriminative Vectorial Framework for Multi-modal Feature Representation

Due to the rapid advancements of sensory and computing technology, multi...

11 Lei Gao, et al. ∙

∙ 02/28/2021

A Complete Discriminative Tensor Representation Learning for Two-Dimensional Correlation Analysis

As an effective tool for two-dimensional data analysis, two-dimensional ...

0 Lei Gao, et al. ∙

∙ 02/28/2021

Discriminative Multiple Canonical Correlation Analysis for Information Fusion

In this paper, we propose the Discriminative Multiple Canonical Correlat...

0 Lei Gao, et al. ∙

∙ 02/27/2021

Online Behavioral Analysis with Application to Emotion State Identification

In this paper, we propose a novel discriminative model for online behavi...

0 Lei Gao, et al. ∙

∙ 01/31/2021

MLMA-Net: multi-level multi-attentional learning for multi-label object detection in textile defect images

For the sake of recognizing and classifying textile defects, deep learni...

0 Bing Wei, et al. ∙

∙ 12/21/2020

Optimizing Deep Neural Networks through Neuroevolution with Stochastic Gradient Descent

Deep neural networks (DNNs) have achieved remarkable success in computer...

18 Haichao Zhang, et al. ∙

∙ 12/20/2020

A hybrid deep-learning approach for complex biochemical named entity recognition

Named entity recognition (NER) of chemicals and drugs is a critical doma...

12 Jian Liu, et al. ∙

∙ 09/20/2020

Predicting Geographic Information with Neural Cellular Automata

This paper presents a novel framework using neural cellular automata (NC...

0 Mingxiang Chen, et al. ∙

∙ 06/02/2020

Comparing and Integrating US COVID-19 Daily Data from Multiple Sources: A County-Level Dataset with Local Characteristics

Over the past several months, the outbreak of COVID-19 has been expandin...

0 Guannan Wang, et al. ∙

∙ 05/19/2020

Dynamic Partial Removal: A Neural Network Heuristic for Large Neighborhood Search

This paper presents a novel neural network design that learns the heuris...

0 Mingxiang Chen, et al. ∙

∙ 04/29/2020

Spatiotemporal Dynamics, Nowcasting and Forecasting of COVID-19 in the United States

In response to the ongoing public health emergency of COVID-19, we inves...

0 Li Wang, et al. ∙

∙ 02/20/2020

Learn to Design the Heuristics for Vehicle Routing Problem

This paper presents an approach to learn the local-search heuristics tha...

0 Lei Gao, et al. ∙

∙ 11/04/2019

Superpixel-Based Background Recovery from Multiple Images

In this paper, we propose an intuitive method to recover background from...

4 Lei Gao, et al. ∙

∙ 11/04/2019

Field of View Extension in Computed Tomography Using Deep Learning Prior

In computed tomography (CT), data truncation is a common problem. Images...

20 Yixing Huang, et al. ∙

∙ 10/20/2017

Detecting Online Hate Speech Using Context Aware Models

In the wake of a polarizing election, the cyber world is laden with hate...

0 Lei Gao, et al. ∙

∙ 10/20/2017

Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach

In the wake of a polarizing election, social media is laden with hateful...

0 Lei Gao, et al. ∙

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