Lei Ding | DeepAI

AI Chat

Featured Co-authors

Yue Wang
263 publications
Nicu Sebe
171 publications
YI LIU
156 publications
Hao Tang
151 publications
Jing Zhang
110 publications
Bing Liu
102 publications
Yiran Chen
100 publications
Hai Li
85 publications
Kai Zheng
45 publications
Lichao Mou
38 publications
Linglong Kong
31 publications

∙ 09/04/2023

Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images

Vision Foundation Models (VFMs) such as the Segment Anything Model (SAM)...

0 Lei Ding, et al. ∙

∙ 06/17/2023

Online Local Differential Private Quantile Inference via Self-normalization

Based on binary inquiries, we developed an algorithm to estimate populat...

0 YI LIU, et al. ∙

∙ 11/12/2022

Deep Unsupervised Key Frame Extraction for Efficient Video Classification

Video processing and analysis have become an urgent task since a huge am...

0 Hao Tang, et al. ∙

∙ 10/05/2022

Conformalized Fairness via Quantile Regression

Algorithmic fairness has received increased attention in socially sensit...

0 Meichen Liu, et al. ∙

∙ 12/09/2021

Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving

With widening deployments of natural language processing (NLP) in daily ...

0 Lei Ding, et al. ∙

∙ 08/13/2021

Bi-Temporal Semantic Reasoning for the Semantic Change Detection of HR Remote Sensing Images

Semantic change detection (SCD) extends the change detection (CD) task t...

0 Lei Ding, et al. ∙

∙ 07/31/2021

Projection scrubbing: a more effective, data-driven fMRI denoising method

Functional MRI (fMRI) data are subject to artifacts from a myriad of sou...

0 Damon Pham, et al. ∙

∙ 07/05/2021

Sufficient principal component regression for pattern discovery in transcriptomic data

Methods for global measurement of transcript abundance such as microarra...

0 Lei Ding, et al. ∙

∙ 06/29/2021

Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images

Long-range context information is crucial for the semantic segmentation ...

9 Lei Ding, et al. ∙

∙ 02/22/2021

Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images

Building extraction in VHR RSIs remains to be a challenging task due to ...

13 Lei Ding, et al. ∙

∙ 11/10/2020

MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images

There are limited studies on the semantic segmentation of high-resolutio...

4 Lei Ding, et al. ∙

∙ 09/21/2020

ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles

Deep neural networks (DNNs) have become the essential components for var...

0 Xiaoyong Yuan, et al. ∙

∙ 09/01/2020

Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification

Deep learning based methods have seen a massive rise in popularity for h...

8 Bing Liu, et al. ∙

∙ 08/31/2020

Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks

Recently web applications have been widely used in enterprises to assist...

0 Xiaoyong Yuan, et al. ∙

∙ 08/15/2020

Are Smart Home Devices Abandoning IPV Victims?

Smart home devices have brought us many benefits such as advanced securi...

0 Ahmed Alshehri, et al. ∙

∙ 06/12/2020

Defending against GAN-based Deepfake Attacks via Transformation-aware Adversarial Faces

Deepfake represents a category of face-swapping attacks that leverage ma...

0 Chaofei Yang, et al. ∙

∙ 05/14/2020

Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images

The binary segmentation of roads in very high resolution (VHR) remote se...

2 Lei Ding, et al. ∙

∙ 12/19/2019

Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation

Counterfactual reasoning is an important paradigm applicable in many fie...

8 Zichen Zhang, et al. ∙

∙ 11/20/2019

Improving Semantic Segmentation of Aerial Images Using Patch-based Attention

The trade-off between feature representation power and spatial localizat...

32 Lei Ding, et al. ∙

∙ 07/12/2019

Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression

Motivation: The discovery of relationships between gene expression measu...

0 Lei Ding, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world