Qi Wei | DeepAI

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Featured Co-authors

Yi Yang
329 publications
Yu Wang
276 publications
Dong Wang
238 publications
Lawrence Carin
178 publications
Yi Li
145 publications
Jing Liu
126 publications
Wei Yang
121 publications
Yuan Xie
118 publications
Nicolas Dobigeon
45 publications
Nan Wu
45 publications
Yitong Li
44 publications

∙ 06/14/2023

Improving Generalization in Meta-Learning via Meta-Gradient Augmentation

Meta-learning methods typically follow a two-loop framework, where each ...

0 Ren Wang, et al. ∙

∙ 03/04/2023

Fine-Grained Classification with Noisy Labels

Learning with noisy labels (LNL) aims to ensure model generalization giv...

0 Qi Wei, et al. ∙

∙ 08/24/2022

Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization

Sample selection is an effective strategy to mitigate the effect of labe...

0 Qi Wei, et al. ∙

∙ 01/14/2022

Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique

We present a simple yet novel time series imputation technique with the ...

0 Andrew Baumgartner, et al. ∙

∙ 11/08/2021

Learning to Rectify for Robust Learning with Noisy Labels

Label noise significantly degrades the generalization ability of deep mo...

0 Haoliang Sun, et al. ∙

∙ 12/01/2020

RaP-Net: A Region-wise and Point-wise Weighting Network to Extract Robust Keypoints for Indoor Localization

Image keypoint extraction is an important step for visual localization. ...

10 Dongjiang Li, et al. ∙

∙ 08/12/2020

DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features

A robust and efficient Simultaneous Localization and Mapping (SLAM) syst...

26 Dongjiang Li, et al. ∙

∙ 06/24/2019

LMVP: Video Predictor with Leaked Motion Information

We propose a Leaked Motion Video Predictor (LMVP) to predict future fram...

1 Dong Wang, et al. ∙

∙ 09/22/2018

DS-SLAM: A Semantic Visual SLAM towards Dynamic Environments

Simultaneous Localization and Mapping (SLAM) is considered to be a funda...

0 Chao Yu, et al. ∙

∙ 05/14/2018

Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks

Recently, Deep Learning (DL), especially Convolutional Neural Network (C...

0 Wenshuo Li, et al. ∙

∙ 12/01/2017

InverseNet: Solving Inverse Problems with Splitting Networks

We propose a new method that uses deep learning techniques to solve the ...

0 Kai Fan, et al. ∙

∙ 09/18/2017

A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior

This paper presents a fast approach for penalized least squares (LS) reg...

0 Qi Wei, et al. ∙

∙ 09/06/2017

An inner-loop free solution to inverse problems using deep neural networks

We propose a new method that uses deep learning techniques to accelerate...

0 Qi Wei, et al. ∙

∙ 09/20/2016

Robust Fusion of Multi-Band Images with Different Spatial and Spectral Resolutions for Change Detection

Archetypal scenarios for change detection generally consider two images ...

0 Vinicius Ferraris, et al. ∙

∙ 09/20/2016

Detecting Changes Between Optical Images of Different Spatial and Spectral Resolutions: a Fusion-Based Approach

Change detection is one of the most challenging issues when analyzing re...

0 Vinicius Ferraris, et al. ∙

∙ 04/14/2016

Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model

In the community of remote sensing, nonlinear mixing models have recentl...

0 Qi Wei, et al. ∙

∙ 04/06/2016

R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

This paper proposes a robust fast multi-band image fusion method to merg...

0 Qi Wei, et al. ∙

∙ 03/29/2016

Multi-Band Image Fusion Based on Spectral Unmixing

This paper presents a multi-band image fusion algorithm based on unsuper...

0 Qi Wei, et al. ∙

∙ 03/07/2016

A Real-Time and Energy-Efficient Implementation of Difference-of-Gaussian with Flexible Thin-Film Transistors

With many advantageous features, softness and better biocompatibility, f...

0 Nan Wu, et al. ∙

∙ 05/07/2015

Fast Spectral Unmixing based on Dykstra's Alternating Projection

This paper presents a fast spectral unmixing algorithm based on Dykstra'...

0 Qi Wei, et al. ∙

∙ 04/17/2015

Hyperspectral pansharpening: a review

Pansharpening aims at fusing a panchromatic image with a multispectral o...

0 Laetitia Loncan, et al. ∙

∙ 02/10/2015

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

This paper proposes a fast multi-band image fusion algorithm, which comb...

0 Qi Wei, et al. ∙

∙ 09/19/2014

Hyperspectral and Multispectral Image Fusion based on a Sparse Representation

This paper presents a variational based approach to fusing hyperspectral...

0 Qi Wei, et al. ∙

∙ 08/11/2014

Physical Computing With No Clock to Implement the Gaussian Pyramid of SIFT Algorithm

Physical computing is a technology utilizing the nature of electronic de...

0 Yi Li, et al. ∙

∙ 07/23/2013

Bayesian Fusion of Multi-Band Images

In this paper, a Bayesian fusion technique for remotely sensed multi-ban...

0 Qi Wei, et al. ∙

∙ 05/21/2012

A Novel Video Compression Approach Based on Underdetermined Blind Source Separation

This paper develops a new video compression approach based on underdeter...

0 Jing Liu, et al. ∙

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