b'Yang Chen'

research

∙ 08/19/2023

Dronevision: An Experimental 3D Testbed for Flying Light Specks

Today's robotic laboratories for drones are housed in a large room. At t...

0 Hamed Alimohammadzadeh, et al. ∙

research

∙ 06/30/2023

HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image

Survival prediction based on whole slide images (WSIs) is a challenging ...

0 Zhuchen Shao, et al. ∙

research

∙ 06/21/2023

Lightweight wood panel defect detection method incorporating attention mechanism and feature fusion network

In recent years, deep learning has made significant progress in wood pan...

0 Yongxin Cao, et al. ∙

research

∙ 06/20/2023

Meerkat Behaviour Recognition Dataset

Recording animal behaviour is an important step in evaluating the well-b...

0 Mitchell Rogers, et al. ∙

research

∙ 06/01/2023

Out-of-distribution forgetting: vulnerability of continual learning to intra-class distribution shift

Continual learning (CL) is an important technique to allow artificial ne...

0 Liangxuan Guo, et al. ∙

research

∙ 05/25/2023

Matrix Autoregressive Model with Vector Time Series Covariates for Spatio-Temporal Data

In this paper, we propose a new model for forecasting time series data d...

0 Hu Sun, et al. ∙

research

∙ 05/21/2023

Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text

Pre-trained large language model (LLM) is under exploration to perform N...

2 Qiming Bao, et al. ∙

research

∙ 05/05/2023

Neuromodulation Gated Transformer

We introduce a novel architecture, the Neuromodulation Gated Transformer...

0 Kobe Knowles, et al. ∙

research

∙ 04/17/2023

An Ethereum-compatible blockchain that explicates and ensures design-level safety properties for smart contracts

Smart contracts are crucial elements of decentralized technologies, but ...

0 Nikolaj Bjorner, et al. ∙

research

∙ 04/13/2023

Emergence of Symbols in Neural Networks for Semantic Understanding and Communication

The capacity to generate meaningful symbols and effectively employ them ...

0 Yang Chen, et al. ∙

research

∙ 03/21/2023

Boosting Verified Training for Robust Image Classifications via Abstraction

This paper proposes a novel, abstraction-based, certified training metho...

0 Zhaodi Zhang, et al. ∙

research

∙ 03/19/2023

A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation

We developed a deep ensemble learning model with a radiomics spatial enc...

0 Yang Chen, et al. ∙

research

∙ 03/13/2023

xASTNN: Improved Code Representations for Industrial Practice

The application of deep learning techniques in software engineering beco...

0 Zhiwei Xu, et al. ∙

research

∙ 03/11/2023

Design of a Multi-Degree-of-Freedom Elastic Neck Exoskeleton for Persons with Dropped Head Syndrome

Nonsurgical treatment of Dropped Head Syndrome (DHS) incurs the use of c...

0 Santiago Price Torrendell, et al. ∙

research

∙ 03/02/2023

Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training

Learning inter-image similarity is crucial for 3D medical images self-su...

0 Yuting He, et al. ∙

research

∙ 02/23/2023

Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?

Large language models have demonstrated an emergent capability in answer...

0 Yang Chen, et al. ∙

research

∙ 02/22/2023

Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities

Large-scale multi-modal pre-training models such as CLIP and PaLI exhibi...

0 Hexiang Hu, et al. ∙

research

∙ 02/16/2023

Learning Density-Based Correlated Equilibria for Markov Games

Correlated Equilibrium (CE) is a well-established solution concept that ...

0 Libo Zhang, et al. ∙

research

∙ 02/11/2023

MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring based on A Dual-CNN Model

Non-intrusive load monitoring (NILM) aims to decompose aggregated electr...

0 Jialing He, et al. ∙

research

∙ 12/19/2022

Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments

We present a human-in-the-loop evaluation framework for fact-checking no...

0 Ethan Mendes, et al. ∙

research

∙ 12/04/2022

Incorporating Polar Field Data for Improved Solar Flare Prediction

In this paper, we consider incorporating data associated with the sun's ...

0 Mehmet Aktukmak, et al. ∙

research

∙ 11/29/2022

Identified vaccine efficacy for binary post-infection outcomes under misclassification without monotonicity

In order to meet regulatory approval, pharmaceutical companies often mus...

0 Rob Trangucci, et al. ∙

research

∙ 11/28/2022

Frustratingly Easy Label Projection for Cross-lingual Transfer

Translating training data into many languages has emerged as a practical...

0 Yang Chen, et al. ∙

research

∙ 11/03/2022

Enhanced Visual Feedback with Decoupled Viewpoint Control in Immersive Humanoid Robot Teleoperation using SLAM

In immersive humanoid robot teleoperation, there are three main shortcom...

0 Yang Chen, et al. ∙

research

∙ 10/26/2022

A case for disaggregation of ML data processing

Machine Learning (ML) computation requires feeding input data for the mo...

0 Andrew Audibert, et al. ∙

research

∙ 09/14/2022

Prompt-based Conservation Learning for Multi-hop Question Answering

Multi-hop question answering (QA) requires reasoning over multiple docum...

18 Zhenyun Deng, et al. ∙

research

∙ 09/03/2022

Graph Fourier transforms on directed product graphs

Graph Fourier transform (GFT) is one of the fundamental tools in graph s...

0 Cheng Cheng, et al. ∙

research

∙ 08/24/2022

Group SLOPE Penalized CP Low-Rank Tensor Regression

This article aims to seek a selection and estimation procedure for a cla...

0 Yang Chen, et al. ∙

research

∙ 08/12/2022

View Sub-sampling and Reconstruction for Efficient Light Field Compression

Compression is an important task for many practical applications of ligh...

0 Yang Chen, et al. ∙

research

∙ 08/09/2022

STELLA: Sparse Taint Analysis for Enclave Leakage Detection

Intel SGX (Software Guard Extension) is a promising TEE (trusted executi...

0 Yang Chen, et al. ∙

research

∙ 08/01/2022

Short-term Load Forecasting with Distributed Long Short-Term Memory

With the employment of smart meters, massive data on consumer behaviour ...

0 Yi Dong, et al. ∙

research

∙ 07/21/2022

MetaComp: Learning to Adapt for Online Depth Completion

Relying on deep supervised or self-supervised learning, previous methods...

0 Yang Chen, et al. ∙

research

∙ 06/26/2022

Multiple Instance Learning with Mixed Supervision in Gleason Grading

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

1 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 ...

0 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...

2 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 ...

0 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...

0 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...

0 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...

1 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...

0 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...

0 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...

0 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...

0 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...

0 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...

0 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...

0 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 ...

0 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...

0 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...

0 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...

23 Zhihao Gu, et al. ∙

Yang Chen

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