b'Yang Chen'

research

∙ 06/26/2022

Multiple Instance Learning with Mixed Supervision in Gleason Grading

With the development of computational pathology, deep learning methods f...

Hao Bian, et al. ∙

research

∙ 06/23/2022

Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation

Denoising Diffusion Probabilistic Model (DDPM) is able to make flexible ...

Shengming Li, et al. ∙

research

∙ 06/16/2022

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering

Effective multi-hop question answering (QA) requires reasoning over mult...

Zhenyun Deng, et al. ∙

research

∙ 06/16/2022

Modeling rates of disease with missing categorical data

Covariates like age, sex, and race/ethnicity provide invaluable insight ...

Rob Trangucci, et al. ∙

research

∙ 05/12/2022

Graph Fourier transform based on singular value decomposition of directed Laplacian

Graph Fourier transform (GFT) is a fundamental concept in graph signal p...

Yang Chen, et al. ∙

research

∙ 05/10/2022

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

The nature of thick-slice scanning causes severe inter-slice discontinui...

Zhangfu Dong, et al. ∙

research

∙ 04/13/2022

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma

Lung cancer is the leading cause of cancer death worldwide, and adenocar...

Chu Han, et al. ∙

research

∙ 04/07/2022

Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data

We consider the flare prediction problem that distinguishes flare-immine...

Zeyu Sun, et al. ∙

research

∙ 03/06/2022

foREST: A Tree-based Approach for Fuzzing RESTful APIs

Representational state transfer (REST) is a widely employed architecture...

Jiaxian Lin, et al. ∙

research

∙ 02/13/2022

Individual-Level Inverse Reinforcement Learning for Mean Field Games

The recent mean field game (MFG) formalism has enabled the application o...

Yang Chen, et al. ∙

research

∙ 01/10/2022

Personal Mobility With Synchronous Trunk-Knee Passive Exoskeleton: Optimizing Human-Robot Energy Transfer

We present a personal mobility device for lower-body impaired users thro...

Diego Paez-Granados, et al. ∙

research

∙ 12/28/2021

Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning

With the rapid development of facial forgery techniques, forgery detecti...

Qiqi Gu, et al. ∙

research

∙ 12/14/2021

A Style and Semantic Memory Mechanism for Domain Generalization

Mainstream state-of-the-art domain generalization algorithms tend to pri...

Yang Chen, et al. ∙

research

∙ 12/14/2021

Transferrable Contrastive Learning for Visual Domain Adaptation

Self-supervised learning (SSL) has recently become the favorite among fe...

Yang Chen, et al. ∙

research

∙ 11/17/2021

Deep learning based on mixed-variable physics informed neural network for solving fluid dynamics without simulation data

Deep learning method has attracted tremendous attention to handle fluid ...

Guang-Tao Zhang, et al. ∙

research

∙ 10/22/2021

The Eigenvectors of Single-spiked Complex Wishart Matrices: Finite and Asymptotic Analyses

Let 𝐖∈ℂ^n× n be a single-spiked Wishart matrix in the class 𝐖∼𝒞𝒲_n(m,𝐈_n...

Prathapasinghe Dharmawansa, et al. ∙

research

∙ 10/06/2021

Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study

Dimensionality Reduction (DR) techniques can generate 2D projections and...

Jiazhi Xia, et al. ∙

research

∙ 09/04/2021

Spatiotemporal Inconsistency Learning for DeepFake Video Detection

The rapid development of facial manipulation techniques has aroused publ...

Zhihao Gu, et al. ∙

research

∙ 07/28/2021

Virtual Landmark-Based Control of Docking Support for Assistive Mobility Devices

This work proposes an autonomous docking control for nonholonomic constr...

Yang Chen, et al. ∙

research

∙ 07/13/2021

Argus: A Fully Transparent Incentive System for Anti-Piracy Campaigns (Extended Version)

Anti-piracy is fundamentally a procedure that relies on collecting data ...

Xian Zhang, et al. ∙

research

∙ 06/12/2021

Cross-Subject Domain Adaptation for Multi-Frame EEG Images

Working memory (WM) is a basic part of human cognition, which plays an i...

Junfu Chen, et al. ∙

research

∙ 06/09/2021

Cellular Automata Simulation of Grain Growth of Powder Metallurgy Nickel-Based Superalloy

Primary γ' phase instead of carbides and borides plays an important role...

Shasha Liua, et al. ∙

research

∙ 06/08/2021

EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation

3D complete renal structures(CRS) segmentation targets on segmenting the...

Yuting He, et al. ∙

research

∙ 06/02/2021

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication

Multiple instance learning (MIL) is a powerful tool to solve the weakly ...

Zhuchen Shao, et al. ∙

research

∙ 05/30/2021

Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine Structures

General-purpose object-detection algorithms often dismiss the fine struc...

Azim Ahmadzadeh, et al. ∙

research

∙ 05/16/2021

Towards Synthetic Multivariate Time Series Generation for Flare Forecasting

One of the limiting factors in training data-driven, rare-event predicti...

Yang Chen, et al. ∙

research

∙ 05/11/2021

Distribution of the Scaled Condition Number of Single-spiked Complex Wishart Matrices

Let 𝐗∈ℂ^m× n (m≥ n) be a random matrix with independent rows each distri...

Pasan Dissanayake, et al. ∙

research

∙ 05/11/2021

Agatha: Smart Contract for DNN Computation

Smart contract is one of the core features of Ethereum and has inspired ...

Zihan Zheng, et al. ∙

research

∙ 05/06/2021

Local Relation Learning for Face Forgery Detection

With the rapid development of facial manipulation techniques, face forge...

Shen Chen, et al. ∙

research

∙ 04/29/2021

Maximum Entropy Inverse Reinforcement Learning for Mean Field Games

Mean field games (MFG) facilitate the otherwise intractable reinforcemen...

Yang Chen, et al. ∙

research

∙ 04/18/2021

CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval

Video-text retrieval plays an essential role in multi-modal research and...

Huaishao Luo, et al. ∙

research

∙ 12/13/2020

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Compressed sensing (CS) computed tomography has been proven to be import...

Yi Zhang, et al. ∙

research

∙ 12/03/2020

Matrix Completion Methods for the Total Electron Content Video Reconstruction

The total electron content (TEC) maps can be used to estimate the signal...

Hu Sun, et al. ∙

research

∙ 10/13/2020

Model Selection for Cross-Lingual Transfer using a Learned Scoring Function

Transformers that are pre-trained on multilingual text corpora, such as,...

Yang Chen, et al. ∙

research

∙ 09/27/2020

Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model

Dose reduction in computed tomography (CT) is essential for decreasing r...

Zhuonan He, et al. ∙

research

∙ 09/24/2020

FTN: Foreground-Guided Texture-Focused Person Re-Identification

Person re-identification (Re-ID) is a challenging task as persons are of...

Donghaisheng Liu, et al. ∙

research

∙ 09/20/2020

Remote sensing image fusion based on Bayesian GAN

Remote sensing image fusion technology (pan-sharpening) is an important ...

Junfu Chen, et al. ∙

research

∙ 08/28/2020

Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection

In the information age, a secure and stable network environment is essen...

Yang Chen, et al. ∙

research

∙ 08/14/2020

Homotopic Gradients of Generative Density Priors for MR Image Reconstruction

Deep learning, particularly the generative model, has demonstrated treme...

Cong Quan, et al. ∙

research

∙ 08/12/2020

Self-supervised Light Field View Synthesis Using Cycle Consistency

High angular resolution is advantageous for practical applications of li...

Yang Chen, et al. ∙

research

∙ 08/11/2020

A Study of Efficient Light Field Subsampling and Reconstruction Strategies

Limited angular resolution is one of the main obstacles for practical ap...

Yang Chen, et al. ∙

research

∙ 08/11/2020

Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields

Depth map estimation is a crucial task in computer vision, and new appro...

Yang Chen, et al. ∙

research

∙ 08/03/2020

Control Interface for Hands-free Navigation of Standing Mobility Vehicles based on Upper-Body Natural Movements

In this paper, we propose and evaluate a novel human-machine interface (...

Yang Chen, et al. ∙

research

∙ 08/03/2020

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Deep learning-based medical image registration and segmentation joint mo...

Yuting He, et al. ∙

research

∙ 07/30/2020

SMAP: A Joint Dimensionality Reduction Scheme for Secure Multi-Party Visualization

Nowadays, as data becomes increasingly complex and distributed, data ana...

Jiazhi Xia, et al. ∙

research

∙ 07/13/2020

A Latent Mixture Model for Heterogeneous Causal Mechanisms in Mendelian Randomization

Mendelian Randomization (MR) is a popular method in epidemiology and gen...

Daniel Iong, et al. ∙

research

∙ 07/08/2020

Marginal loss and exclusion loss for partially supervised multi-organ segmentation

Annotating multiple organs in medical images is both costly and time-con...

Gonglei Shi, et al. ∙

research

∙ 06/18/2020

Progressively Unfreezing Perceptual GAN

Generative adversarial networks (GANs) are widely used in image generati...

Jinxuan Sun, et al. ∙

research

∙ 05/18/2020

Niose-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer

Recent end-to-end deep neural networks for disparity regression have ach...

Yang Chen, et al. ∙

research

∙ 05/08/2020

Learning Generalized Spoof Cues for Face Anti-spoofing

Many existing face anti-spoofing (FAS) methods focus on modeling the dec...

Haocheng Feng, et al. ∙

Yang Chen

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