b'Lei Zhang'

research

∙ 06/21/2022

Discretization and index-robust error analysis for constrained high-index saddle dynamics on high-dimensional sphere

We develop and analyze numerical discretization to the constrained high-...

Lei Zhang, et al. ∙

research

∙ 06/20/2022

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation

Weakly supervised semantic segmentation with only image-level labels aim...

Tao Chen, et al. ∙

research

∙ 06/15/2022

SP-ViT: Learning 2D Spatial Priors for Vision Transformers

Recently, transformers have shown great potential in image classificatio...

Yuxuan Zhou, et al. ∙

research

∙ 06/13/2022

Learning Domain Adaptive Object Detection with Probabilistic Teacher

Self-training for unsupervised domain adaptive object detection is a cha...

Meilin Chen, et al. ∙

research

∙ 06/07/2022

A Route Network Planning Method for Urban Air Delivery

High-tech giants and start-ups are investing in drone technologies to pr...

Xinyu He, et al. ∙

research

∙ 05/26/2022

Are Transformers Effective for Time Series Forecasting?

Recently, there has been a surge of Transformer-based solutions for the ...

Ailing Zeng, et al. ∙

research

∙ 05/03/2022

Intelligent Reflecting Surface Networks with Multi-Order-Reflection Effect: System Modelling and Critical Bounds

In this paper, we model, analyze and optimize the multi-user and multi-o...

Yihong Liu, et al. ∙

research

∙ 04/25/2022

SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images

The existing deep learning fusion methods mainly concentrate on the conv...

Zhishe Wang, et al. ∙

research

∙ 04/15/2022

Dense Learning based Semi-Supervised Object Detection

Semi-supervised object detection (SSOD) aims to facilitate the training ...

Binghui Chen, et al. ∙

research

∙ 04/13/2022

Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in

Despite the remarkable success on medical image analysis with deep learn...

Wenao Ma, et al. ∙

research

∙ 04/12/2022

Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance

Image outpainting technology generates visually reasonable content regar...

Lei Zhang, et al. ∙

research

∙ 04/04/2022

Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective

Recently, multiple synthetic and real-world datasets have been built to ...

Ming Liu, et al. ∙

research

∙ 04/02/2022

Recordism: A social-scientific prospect of blockchain from social, legal, financial, and technological perspectives

Blockchain has the potential to reform the architecture of cyberspace an...

Zihao Li, et al. ∙

research

∙ 04/01/2022

Convergence analysis of discrete high-index saddle dynamics

Saddle dynamics is a time continuous dynamics to efficiently compute the...

Yue Luo, et al. ∙

research

∙ 03/30/2022

Large-Scale Pre-training for Person Re-identification with Noisy Labels

This paper aims to address the problem of pre-training for person re-ide...

Dengpan Fu, et al. ∙

research

∙ 03/27/2022

Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution

Efficient and effective real-world image super-resolution (Real-ISR) is ...

Jie Liang, et al. ∙

research

∙ 03/19/2022

Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds

Transformer has demonstrated promising performance in many 2D vision tas...

Chenhang He, et al. ∙

research

∙ 03/18/2022

Towards Robust 2D Convolution for Reliable Visual Recognition

2D convolution (Conv2d), which is responsible for extracting features fr...

Lida Li, et al. ∙

research

∙ 03/18/2022

Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition

Video frame interpolation (VFI) aims to improve the temporal resolution ...

Tao Yang, et al. ∙

research

∙ 03/18/2022

Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation

Domain adaptive semantic segmentation aims to learn a model with the sup...

Ruihuang Li, et al. ∙

research

∙ 03/18/2022

A Dual Weighting Label Assignment Scheme for Object Detection

Label assignment (LA), which aims to assign each training sample a posit...

Shuai Li, et al. ∙

research

∙ 03/17/2022

A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution

Scene text image super-resolution aims to increase the resolution and re...

Jianqi Ma, et al. ∙

research

∙ 03/17/2022

A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift

Denoising and demosaicking are two essential steps to reconstruct a clea...

Shi Guo, et al. ∙

research

∙ 03/17/2022

Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution

Single image super-resolution (SISR) with generative adversarial network...

Jie Liang, et al. ∙

research

∙ 03/16/2022

Metaverse Native Communication: A Blockchain and Spectrum Prospective

Metaverse depicts a vista of constructing a virtual environment parallel...

Hao Xu, et al. ∙

research

∙ 03/15/2022

Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

Arbitrary style transfer (AST) and domain generalization (DG) are import...

Yabin Zhang, et al. ∙

research

∙ 03/13/2022

Efficient Long-Range Attention Network for Image Super-resolution

Recently, transformer-based methods have demonstrated impressive results...

Xindong Zhang, et al. ∙

research

∙ 03/12/2022

One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-out

Many video instance segmentation (VIS) methods partition a video sequenc...

Minghan Li, et al. ∙

research

∙ 03/10/2022

Unfolded Deep Kernel Estimation for Blind Image Super-resolution

Blind image super-resolution (BISR) aims to reconstruct a high-resolutio...

Hongyi Zheng, et al. ∙

research

∙ 02/19/2022

BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective

Triplet loss, one of the deep metric learning (DML) methods, is to learn...

Shanshan Wang, et al. ∙

research

∙ 02/17/2022

Winograd Convolution: A Perspective from Fault Tolerance

Winograd convolution is originally proposed to reduce the computing over...

Xinghua Xue, et al. ∙

research

∙ 02/11/2022

The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems

Today's distributed tracing frameworks only trace a small fraction of al...

Lei Zhang, et al. ∙

research

∙ 01/28/2022

Adversarial Examples for Good: Adversarial Examples Guided Imbalanced Learning

Adversarial examples are inputs for machine learning models that have be...

Jie Zhang, et al. ∙

research

∙ 01/04/2022

Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation

Occlusion between different objects is a typical challenge in Multi-Obje...

Qiankun Liu, et al. ∙

research

∙ 12/29/2021

DeePN^2: A deep learning-based non-Newtonian hydrodynamic model

A long standing problem in the modeling of non-Newtonian hydrodynamics i...

Lidong Fang, et al. ∙

research

∙ 12/21/2021

CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution

Multi-touch attribution (MTA), aiming to estimate the contribution of ea...

Di Yao, et al. ∙

research

∙ 12/15/2021

Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions

Though deep learning-based object detection methods have achieved promis...

Wenyu Liu, et al. ∙

research

∙ 12/10/2021

Subspace Decomposition based DNN algorithm for elliptic-type multi-scale PDEs

While deep learning algorithms demonstrate a great potential in scientif...

Xi'an Li, et al. ∙

research

∙ 12/07/2021

Grounded Language-Image Pre-training

This paper presents a grounded language-image pre-training (GLIP) model ...

Liunian Harold Li, et al. ∙

research

∙ 11/09/2021

Optimal-order error estimates for Euler discretization of high-index saddle dynamics

High-index saddle dynamics provides an effective means to compute the an...

Lei Zhang, et al. ∙

research

∙ 10/29/2021

SVBRDF Recovery From a Single Image With Highlights using a Pretrained Generative Adversarial Network

Spatially-varying bi-directional reflectance distribution functions (SVB...

Tao Wen, et al. ∙

research

∙ 10/18/2021

Unsupervised Finetuning

This paper studies "unsupervised finetuning", the symmetrical problem of...

Suichan Li, et al. ∙

research

∙ 10/16/2021

Making Existing Software Quantum Safe: Lessons Learned

In the era of quantum computing, Shor's algorithm running on quantum com...

Lei Zhang, et al. ∙

research

∙ 10/12/2021

Early Melanoma Diagnosis with Sequential Dermoscopic Images

Dermatologists often diagnose or rule out early melanoma by evaluating t...

Zhen Yu, et al. ∙

research

∙ 10/06/2021

PWG-IDS: An Intrusion Detection Model for Solving Class Imbalance in IIoT Networks Using Generative Adversarial Networks

With the continuous development of industrial IoT (IIoT) technology, net...

Lei Zhang, et al. ∙

research

∙ 09/21/2021

Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation

In this paper, we proposed a novel mutual consistency network (MC-Net+) ...

Yicheng Wu, et al. ∙

research

∙ 08/25/2021

Layer-wise Customized Weak Segmentation Block and AIoU Loss for Accurate Object Detection

The anchor-based detectors handle the problem of scale variation by buil...

Keyang Wang, et al. ∙

research

∙ 08/24/2021

Reconcile Prediction Consistency for Balanced Object Detection

Classification and regression are two pillars of object detectors. In mo...

Keyang Wang, et al. ∙

research

∙ 08/21/2021

Term Interrelations and Trends in Software Engineering

The Software Engineering (SE) community is prolific, making it challengi...

Janusan Baskararajah, et al. ∙

research

∙ 08/18/2021

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting

In crowd counting, due to the problem of laborious labelling, it is perc...

Binghui Chen, et al. ∙

Lei Zhang

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