b'Yi Yu'

research

∙ 05/08/2023

SWDPM: A Social Welfare-Optimized Data Pricing Mechanism

Data trading has been hindered by privacy concerns associated with user-...

0 Yi Yu, et al. ∙

research

∙ 04/10/2023

H2RBox-v2: Boosting HBox-supervised Oriented Object Detection via Symmetric Learning

With the increasing demand for oriented object detection e.g. in autonom...

0 Yi Yu, et al. ∙

research

∙ 03/23/2023

Frame-Level Multi-Label Playing Technique Detection Using Multi-Scale Network and Self-Attention Mechanism

Instrument playing technique (IPT) is a key element of musical presentat...

0 Dichucheng Li, et al. ∙

research

∙ 03/14/2023

High-Dimensional Dynamic Pricing under Non-Stationarity: Learning and Earning with Change-Point Detection

We consider a high-dimensional dynamic pricing problem under non-station...

0 Zifeng Zhao, et al. ∙

research

∙ 02/28/2023

Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger

Recent deep-learning-based compression methods have achieved superior pe...

0 Yi Yu, et al. ∙

research

∙ 02/25/2023

Raw Image Reconstruction with Learned Compact Metadata

While raw images exhibit advantages over sRGB images (e.g., linearity an...

0 Yufei Wang, et al. ∙

research

∙ 01/27/2023

Change point detection and inference in multivariable nonparametric models under mixing conditions

This paper studies multivariate nonparametric change point localization ...

0 Carlos Misael Madrid Padilla, et al. ∙

research

∙ 11/11/2022

Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection

With the vigorous development of computer vision, oriented object detect...

0 Yi Yu, et al. ∙

research

∙ 10/27/2022

Quasi-Monte Carlo finite element approximation of the Navier-Stokes equations with initial data modeled by log-normal random fields

In this paper, we analyze the numerical approximation of the Navier-Stok...

0 Seungchan Ko, et al. ∙

research

∙ 10/03/2022

Dual Gradient Descent EMF-Aware MU-MIMO Beamforming in RIS-Aided 6G Networks

Reconfigurable Intelligent Surface (RIS) is one of the key technologies ...

0 Yi Yu, et al. ∙

research

∙ 09/29/2022

EMF-Aware MU-MIMO Beamforming in RIS-Aided Cellular Networks

Reconfigurable Intelligent Surfaces (RISs) are one of the key emerging 6...

0 Yi Yu, et al. ∙

research

∙ 09/19/2022

Playing Technique Detection by Fusing Note Onset Information in Guzheng Performance

The Guzheng is a kind of traditional Chinese instruments with diverse pl...

0 Dichucheng Li, et al. ∙

research

∙ 08/30/2022

HPPNet: Modeling the Harmonic Structure and Pitch Invariance in Piano Transcription

While neural network models are making significant progress in piano tra...

0 Weixing Wei, et al. ∙

research

∙ 07/25/2022

Change point inference in high-dimensional regression models under temporal dependence

This paper concerns about the limiting distributions of change point est...

0 Haotian Xu, et al. ∙

research

∙ 06/25/2022

Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks

This paper studies distributed diffusion adaptation over clustered multi...

0 Tao Yu, et al. ∙

research

∙ 06/18/2022

Dynamic and heterogeneous treatment effects with abrupt changes

From personalised medicine to targeted advertising, it is an inherent ta...

0 Oscar Hernan Madrid Padilla, et al. ∙

research

∙ 05/19/2022

Change-point Detection for Sparse and Dense Functional Data in General Dimensions

We study the problem of change-point detection and localisation for func...

0 Carlos Misael Madrid Padilla, et al. ∙

research

∙ 05/16/2022

Chemical transformer compression for accelerating both training and inference of molecular modeling

Transformer models have been developed in molecular science with excelle...

0 Yi Yu, et al. ∙

research

∙ 05/15/2022

Sparsity-Aware Robust Normalized Subband Adaptive Filtering algorithms based on Alternating Optimization

This paper proposes a unified sparsity-aware robust normalized subband a...

0 Yi Yu, et al. ∙

research

∙ 05/14/2022

Network change point localisation under local differential privacy

Network data are ubiquitous in our daily life, containing rich but often...

0 Mengchu Li, et al. ∙

research

∙ 05/02/2022

HarmoF0: Logarithmic Scale Dilated Convolution For Pitch Estimation

Sounds, especially music, contain various harmonic components scattered ...

0 Weixing Wei, et al. ∙

research

∙ 04/28/2022

Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer

Single-image super-resolution (SISR) has achieved significant breakthrou...

3 Guangwei Gao, et al. ∙

research

∙ 03/31/2022

Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond

Rain removal aims to remove rain streaks from images/videos and reduce t...

0 Yi Yu, et al. ∙

research

∙ 03/19/2022

Conjugate Gradient Adaptive Learning with Tukey's Biweight M-Estimate

We propose a novel M-estimate conjugate gradient (CG) algorithm, termed ...

0 Lu Lu, et al. ∙

research

∙ 02/28/2022

Recent Advances and Challenges in Deep Audio-Visual Correlation Learning

Audio-visual correlation learning aims to capture essential corresponden...

0 Luís Vilaça, et al. ∙

research

∙ 02/13/2022

DEEPCHORUS: A Hybrid Model of Multi-scale Convolution and Self-attention for Chorus Detection

Chorus detection is a challenging problem in musical signal processing a...

0 Qiqi He, et al. ∙

research

∙ 01/03/2022

On robustness and local differential privacy

It is of soaring demand to develop statistical analysis tools that are r...

0 Mengchu Li, et al. ∙

research

∙ 12/16/2021

Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution

Convolutional neural networks based single-image super-resolution (SISR)...

14 Guangwei Gao, et al. ∙

research

∙ 12/05/2021

Variational Autoencoder with CCA for Audio-Visual Cross-Modal Retrieval

Cross-modal retrieval is to utilize one modality as a query to retrieve ...

0 Jiwei Zhang, et al. ∙

research

∙ 10/27/2021

Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients

We study the theoretical properties of the fused lasso procedure origina...

0 Fan Wang, et al. ∙

research

∙ 10/26/2021

Learning Explicit and Implicit Latent Common Spaces for Audio-Visual Cross-Modal Retrieval

Learning common subspace is prevalent way in cross-modal retrieval to so...

0 Donghuo Zeng, et al. ∙

research

∙ 10/21/2021

Optimal partition recovery in general graphs

We consider a novel graph-structured change point problem. We observe a ...

0 Yi Yu, et al. ∙

research

∙ 10/19/2021

A survey on active noise control techniques – Part II: Nonlinear systems

Part I of this paper reviewed the development of the linear active noise...

0 Lu Lu, et al. ∙

research

∙ 10/13/2021

Online network change point detection with missing values

In this paper we study online change point detection in dynamic networks...

0 Paromita Dubey, et al. ∙

research

∙ 10/01/2021

A survey on active noise control techniques – Part I: Linear systems

Active noise control (ANC) is an effective way for reducing the noise le...

0 Lu Lu, et al. ∙

research

∙ 09/07/2021

CRNNTL: convolutional recurrent neural network and transfer learning for QSAR modelling

In this study, we propose the convolutional recurrent neural network and...

0 YaQin Li, et al. ∙

research

∙ 09/02/2021

FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation

Real-time semantic segmentation, which can be visually understood as the...

2 Guangwei Gao, et al. ∙

research

∙ 08/06/2021

Interpretable Visual Understanding with Cognitive Attention Network

While image understanding on recognition-level has achieved remarkable a...

0 Xuejiao Tang, et al. ∙

research

∙ 07/30/2021

Enhancing Social Relation Inference with Concise Interaction Graph and Discriminative Scene Representation

There has been a recent surge of research interest in attacking the prob...

8 Xiaotian Yu, et al. ∙

research

∙ 05/27/2021

Lattice partition recovery with dyadic CART

We study piece-wise constant signals corrupted by additive Gaussian nois...

0 Oscar Hernan Madrid Padilla, et al. ∙

research

∙ 05/22/2021

Locally private online change point detection

We study online change point detection problems under the constraint of ...

0 Thomas Berrett, et al. ∙

research

∙ 05/21/2021

Adversarially Robust Change Point Detection

Change point detection is becoming increasingly popular in many applicat...

0 Mengchu Li, et al. ∙

research

∙ 03/31/2021

Few-Data Guided Learning Upon End-to-End Point Cloud Network for 3D Face Recognition

3D face recognition has shown its potential in many application scenario...

0 Yi Yu, et al. ∙

research

∙ 03/26/2021

Leaning Compact and Representative Features for Cross-Modality Person Re-Identification

This paper pays close attention to the cross-modality visible-infrared p...

0 Guangwei Gao, et al. ∙

research

∙ 03/25/2021

Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition

Cross-resolution face recognition (CRFR), which is important in intellig...

14 Guangwei Gao, et al. ∙

research

∙ 03/25/2021

JDSR-GAN: Constructing A Joint and Collaborative Learning Network for Masked Face Super-Resolution

With the growing importance of preventing the COVID-19 virus, face image...

0 Guangwei Gao, et al. ∙

research

∙ 03/24/2021

MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation

In recent years, how to strike a good trade-off between accuracy and inf...

0 Guangwei Gao, et al. ∙

research

∙ 03/24/2021

Lightweight Image Super-Resolution with Multi-scale Feature Interaction Network

Recently, the single image super-resolution (SISR) approaches with deep ...

14 Zhengxue Wang, et al. ∙

research

∙ 02/20/2021

Singer Identification Using Deep Timbre Feature Learning with KNN-Net

In this paper, we study the issue of automatic singer identification (SI...

0 Xulong Zhang, et al. ∙

research

∙ 02/19/2021

Frequency-Temporal Attention Network for Singing Melody Extraction

Musical audio is generally composed of three physical properties: freque...

0 Shuai Yu, et al. ∙

Yi Yu

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