b'Wei Huang'

research

∙ 05/22/2023

Transforming Geospatial Ontologies by Homomorphisms

In this paper, we study the (geospatial) ontologies we are interested in...

0 Xiuzhan Guo, et al. ∙

research

∙ 05/16/2023

Deep ReLU Networks Have Surprisingly Simple Polytopes

A ReLU network is a piecewise linear function over polytopes. Figuring o...

0 Feng-Lei Fan, et al. ∙

research

∙ 05/11/2023

A data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack

Rutting of asphalt pavements is a crucial design criterion in various pa...

0 Zhuoxuan Li, et al. ∙

research

∙ 04/22/2023

Towards Understanding Feature Learning in Out-of-Distribution Generalization

A common explanation for the failure of out-of-distribution (OOD) genera...

0 Yongqiang Chen, et al. ∙

research

∙ 04/05/2023

Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT

The amount of data has growing significance in exploring cutting-edge ma...

0 Tong Xie, et al. ∙

research

∙ 03/11/2023

CASP-Net: Rethinking Video Saliency Prediction from an Audio-VisualConsistency Perceptual Perspective

Incorporating the audio stream enables Video Saliency Prediction (VSP) t...

0 Junwen Xiong, et al. ∙

research

∙ 02/28/2023

Generic-to-Specific Distillation of Masked Autoencoders

Large vision Transformers (ViTs) driven by self-supervised pre-training ...

0 Wei Huang, et al. ∙

research

∙ 12/17/2022

TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective

Determining causal effects of temporal multi-intervention assists decisi...

4 Pengfei Xi, et al. ∙

research

∙ 11/20/2022

Can Single-Pass Contrastive Learning Work for Both Homophilic and Heterophilic Graph?

Existing graph contrastive learning (GCL) typically requires two forward...

0 Haonan Wang, et al. ∙

research

∙ 11/09/2022

Nonparametric Estimation of the Continuous Treatment Effect with Measurement Error

We identify the average dose-response function (ADRF) for a continuously...

0 Wei Huang, et al. ∙

research

∙ 10/31/2022

ViT-LSLA: Vision Transformer with Light Self-Limited-Attention

Transformers have demonstrated a competitive performance across a wide r...

0 Zhenzhe Hechen, et al. ∙

research

∙ 10/30/2022

Robust Data Valuation via Variance Reduced Data Shapley

Data valuation, especially quantifying data value in algorithmic predict...

0 Mengmeng Wu, et al. ∙

research

∙ 10/26/2022

Anisotropic multiresolution analyses for deep fake detection

Generative Adversarial Networks (GANs) have paved the path towards entir...

0 Wei Huang, et al. ∙

research

∙ 10/15/2022

Nonparametric Estimation of Mediation Effects with A General Treatment

To investigate causal mechanisms, causal mediation analysis decomposes t...

0 Lukang Huang, et al. ∙

research

∙ 10/12/2022

Solving combinational optimization problems with evolutionary single-pixel imaging

Single-pixel imaging (SPI) is a novel optical imaging technique by repla...

0 Wei Huang, et al. ∙

research

∙ 10/06/2022

VLSNR:Vision-Linguistics Coordination Time Sequence-aware News Recommendation

News representation and user-oriented modeling are both essential for ne...

0 Songhao Han, et al. ∙

research

∙ 10/01/2022

Causal Effect of Functional Treatment

Functional data often arise in the areas where the causal treatment effe...

0 Ruoxu Tan, et al. ∙

research

∙ 09/07/2022

Propagation Path Loss Models in Forest Scenario at 605 MHz

When signals propagate through forest areas, they will be affected by en...

0 Zhe Xiao, et al. ∙

research

∙ 09/07/2022

On the Sparse DAG Structure Learning Based on Adaptive Lasso

Learning the underlying casual structure, represented by Directed Acycli...

10 Danru Xu, et al. ∙

research

∙ 09/01/2022

Extreme Continuous Treatment Effects: Measures, Estimation and Inference

This paper concerns estimation and inference for treatment effects in de...

0 Wei Huang, et al. ∙

research

∙ 06/21/2022

A Hierarchical HAZOP-Like Safety Analysis for Learning-Enabled Systems

Hazard and Operability Analysis (HAZOP) is a powerful safety analysis te...

0 Yi Qi, et al. ∙

research

∙ 05/30/2022

HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling

Recently, masked image modeling (MIM) has offered a new methodology of s...

0 Xiaosong Zhang, et al. ∙

research

∙ 05/27/2022

MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models

State-of-the-art causal discovery methods usually assume that the observ...

0 Erdun Gao, et al. ∙

research

∙ 05/17/2022

Hierarchical Distribution-Aware Testing of Deep Learning

With its growing use in safety/security-critical applications, Deep Lear...

20 Wei Huang, et al. ∙

research

∙ 05/11/2022

Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis

Advanced deep neural networks (DNNs), designed by either human or AutoML...

12 Wuyang Chen, et al. ∙

research

∙ 05/07/2022

Playing Tic-Tac-Toe Games with Intelligent Single-pixel Imaging

Single-pixel imaging (SPI) is a novel optical imaging technique by repla...

7 Shuming Jiao, et al. ∙

research

∙ 04/11/2022

Augmentation-Free Graph Contrastive Learning

Graph contrastive learning (GCL) is the most representative and prevalen...

15 Haonan Wang, et al. ∙

research

∙ 03/11/2022

Enhancing Adversarial Training with Second-Order Statistics of Weights

Adversarial training has been shown to be one of the most effective appr...

10 Gaojie Jin, et al. ∙

research

∙ 03/10/2022

An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection

DeepFake based digital facial forgery is threatening the public media se...

8 Ganglai Wang, et al. ∙

research

∙ 03/08/2022

Attention-Based Lip Audio-Visual Synthesis for Talking Face Generation in the Wild

Talking face generation with great practical significance has attracted ...

1 Ganglai Wang, et al. ∙

research

∙ 03/05/2022

Audio-visual speech separation based on joint feature representation with cross-modal attention

Multi-modal based speech separation has exhibited a specific advantage o...

0 Junwen Xiong, et al. ∙

research

∙ 03/04/2022

Look&Listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement

Active speaker detection and speech enhancement have become two increasi...

55 Junwen Xiong, et al. ∙

research

∙ 02/24/2022

Auto-scaling Vision Transformers without Training

This work targets automated designing and scaling of Vision Transformers...

8 Wuyang Chen, et al. ∙

research

∙ 02/04/2022

Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning

PAC-Bayesian is an analysis framework where the training error can be ex...

7 Wei Huang, et al. ∙

research

∙ 01/29/2022

Achieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions

Distributed machine learning (DML) over time-varying networks can be an ...

38 Haizhou Du, et al. ∙

research

∙ 12/30/2021

THE Benchmark: Transferable Representation Learning for Monocular Height Estimation

Generating 3D city models rapidly is crucial for many applications. Mono...

4 Zhitong Xiong, et al. ∙

research

∙ 11/30/2021

Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems

The increasing use of Machine Learning (ML) components embedded in auton...

3 Xingyu Zhao, et al. ∙

research

∙ 11/25/2021

Semantic-Aware Generation for Self-Supervised Visual Representation Learning

In this paper, we propose a self-supervised visual representation learni...

1 Yunjie Tian, et al. ∙

research

∙ 11/11/2021

On the Equivalence between Neural Network and Support Vector Machine

Recent research shows that the dynamics of an infinitely wide neural net...

12 Yilan Chen, et al. ∙

research

∙ 10/16/2021

Deep Active Learning by Leveraging Training Dynamics

Active learning theories and methods have been extensively studied in cl...

17 Haonan Wang, et al. ∙

research

∙ 10/06/2021

Long-tailed Distribution Adaptation

Recognizing images with long-tailed distributions remains a challenging ...

1 Zhiliang Peng, et al. ∙

research

∙ 09/17/2021

Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification

Hierarchical Text Classification (HTC), which aims to predict text label...

5 Wei Huang, et al. ∙

research

∙ 09/08/2021

Isogeometric analysis of diffusion problems on random surfaces

In this article, we discuss the numerical solution of diffusion equation...

0 Wei Huang, et al. ∙

research

∙ 08/03/2021

Tutorials on Testing Neural Networks

Deep learning achieves remarkable performance on pattern recognition, bu...

0 Nicolas Berthier, et al. ∙

research

∙ 07/31/2021

Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking

The target representation learned by convolutional neural networks plays...

8 Jingxian Sun, et al. ∙

research

∙ 07/20/2021

Heterogeneous network-based drug repurposing for COVID-19

The Corona Virus Disease 2019 (COVID-19) belongs to human coronaviruses ...

0 Shuting Jin, et al. ∙

research

∙ 06/22/2021

Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective

With leveraging the weight-sharing and continuous relaxation to enable g...

13 Miao Zhang, et al. ∙

research

∙ 06/02/2021

Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles

The utilisation of Deep Learning (DL) is advancing into increasingly mor...

24 Xingyu Zhao, et al. ∙

research

∙ 05/09/2021

Conformer: Local Features Coupling Global Representations for Visual Recognition

Within Convolutional Neural Network (CNN), the convolution operations ar...

12 Zhiliang Peng, et al. ∙

research

∙ 05/05/2021

PD-GAN: Probabilistic Diverse GAN for Image Inpainting

We propose PD-GAN, a probabilistic diverse GAN for image inpainting. Giv...

2 Hongyu Liu, et al. ∙

Wei Huang

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