b'Lei Zhang'

research

∙ 01/30/2023

Adversarial Style Augmentation for Domain Generalization

It is well-known that the performance of well-trained deep neural networ...

0 Yabin Zhang, et al. ∙

research

∙ 01/28/2023

Towards Precise Model-free Robotic Grasping with Sim-to-Real Transfer Learning

Precise robotic grasping of several novel objects is a huge challenge in...

0 Lei Zhang, et al. ∙

research

∙ 01/28/2023

Towards Accurate Acne Detection via Decoupled Sequential Detection Head

Accurate acne detection plays a crucial role in acquiring precise diagno...

0 Xin Wei, et al. ∙

research

∙ 01/18/2023

Human-Timescale Adaptation in an Open-Ended Task Space

Foundation models have shown impressive adaptation and scalability in su...

0 Adaptive Agent Team, et al. ∙

research

∙ 12/29/2022

A model-free shrinking-dimer saddle dynamics for finding saddle point and solution landscape

We propose a model-free shrinking-dimer saddle dynamics for finding any-...

0 Lei Zhang, et al. ∙

research

∙ 12/28/2022

Exploring Vision Transformers as Diffusion Learners

Score-based diffusion models have captured widespread attention and fund...

0 He Cao, et al. ∙

research

∙ 12/12/2022

Spectral Deferred Correction Method for Landau-Brazovskii Model with Convex Splitting Technique

The Landau-Brazovskii model is a well-known Landau model for finding the...

0 Donghang Zhang, et al. ∙

research

∙ 12/03/2022

Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution

In contrast to fully supervised methods using pixel-wise mask labels, bo...

0 Wentong Li, et al. ∙

research

∙ 12/01/2022

Noisy Label Detection for Speaker Recognition

The success of deep neural networks requires both high annotation qualit...

0 Ruibin Yuan, et al. ∙

research

∙ 11/17/2022

Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation

Transformers have achieved remarkable success in medical image analysis ...

0 Yiyue Hu, et al. ∙

research

∙ 11/13/2022

Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning

Masked autoencoder has demonstrated its effectiveness in self-supervised...

0 Yabin Zhang, et al. ∙

research

∙ 11/04/2022

Rethinking the transfer learning for FCN based polyp segmentation in colonoscopy

Besides the complex nature of colonoscopy frames with intrinsic frame fo...

0 Yan Wen, et al. ∙

research

∙ 10/31/2022

Mining Word Boundaries in Speech as Naturally Annotated Word Segmentation Data

Chinese word segmentation (CWS) models have achieved very high performan...

0 Lei Zhang, et al. ∙

research

∙ 10/19/2022

HT-Net: Hierarchical Transformer based Operator Learning Model for Multiscale PDEs

Complex nonlinear interplays of multiple scales give rise to many intere...

0 Xinliang Liu, et al. ∙

research

∙ 10/16/2022

TLDW: Extreme Multimodal Summarisation of News Videos

Multimodal summarisation with multimodal output is drawing increasing at...

0 Peggy Tang, et al. ∙

research

∙ 10/15/2022

Learning Dual Memory Dictionaries for Blind Face Restoration

To improve the performance of blind face restoration, recent works mainl...

0 Xiaoming Li, et al. ∙

research

∙ 10/11/2022

Higher Order Far-Field Boundary Conditions for Crystalline Defects

Lattice defects in crystalline materials create long-range elastic field...

0 Julian Braun, et al. ∙

research

∙ 10/10/2022

A Posteriori Error Estimate and Adaptivity for QM/MM Models of Crystalline Defects

Hybrid quantum/molecular mechanics models (QM/MM methods) are widely use...

0 Yangshuai Wang, et al. ∙

research

∙ 10/09/2022

Attention Diversification for Domain Generalization

Convolutional neural networks (CNNs) have demonstrated gratifying result...

0 Rang Meng, et al. ∙

research

∙ 10/03/2022

From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution

Designing proper training pairs is critical for super-resolving the real...

0 Xiaoming Li, et al. ∙

research

∙ 09/26/2022

When Digital Economy Meets Web3.0: Applications and Challenges

With the continuous development of web technology, Web3.0 has attracted ...

0 Chuan Chen, et al. ∙

research

∙ 09/19/2022

A fast front-tracking approach and its analysis for a temporal multiscale flow problem with a fractional-order boundary growth

This paper is concerned with a blood flow problem coupled with a slow pl...

0 Zhaoyang Wang, et al. ∙

research

∙ 09/06/2022

Statistical Foundation Behind Machine Learning and Its Impact on Computer Vision

This paper revisits the principle of uniform convergence in statistical ...

0 Lei Zhang, et al. ∙

research

∙ 08/28/2022

DP-PSI: Private and Secure Set Intersection

One way to classify private set intersection (PSI) for secure 2-party co...

0 Jian Du, et al. ∙

research

∙ 08/12/2022

Maximizing the Use of Environmental Constraints: A Pushing-Based Hybrid Position/Force Assembly Skill for Contact-Rich Tasks

The need for contact-rich tasks is rapidly growing in modern manufacturi...

0 Yunlei Shi, et al. ∙

research

∙ 08/10/2022

Language Supervised Training for Skeleton-based Action Recognition

Skeleton-based action recognition has drawn a lot of attention for its c...

0 Wangmeng Xiang, et al. ∙

research

∙ 07/27/2022

Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition

Transformer-based methods have recently achieved great advancement on 2D...

0 Wangmeng Xiang, et al. ∙

research

∙ 07/24/2022

Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges

Data drift is a thorny challenge when deploying person re-identification...

0 Lei Zhang, et al. ∙

research

∙ 07/21/2022

Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture

Automated data augmentation, which aims at engineering augmentation poli...

19 Jianwei Zhang, et al. ∙

research

∙ 07/21/2022

A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration

Generative adversarial networks (GANs) have drawn enormous attention due...

0 Ming Liu, et al. ∙

research

∙ 07/20/2022

Mathematical and numerical analysis to shrinking-dimer saddle dynamics with local Lipschitz conditions

We present a mathematical and numerical investigation to the shrinkingdi...

0 Lei Zhang, et al. ∙

research

∙ 07/19/2022

Box-supervised Instance Segmentation with Level Set Evolution

In contrast to the fully supervised methods using pixel-wise mask labels...

0 Wentong Li, et al. ∙

research

∙ 07/17/2022

Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection

Exploiting pseudo labels (e.g., categories and bounding boxes) of unanno...

0 Lei Zhang, et al. ∙

research

∙ 07/15/2022

Auggie: Encouraging Effortful Communication through Handcrafted Digital Experiences

Digital communication is often brisk and automated. From auto-completed ...

0 Lei Zhang, et al. ∙

research

∙ 07/15/2022

MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources

Recent neural network based Direction of Arrival (DoA) estimation algori...

0 Haoran Yin, et al. ∙

research

∙ 07/14/2022

E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow

Binary neural network (BNN) provides a promising solution to deploy para...

0 Zhiqiang Lang, et al. ∙

research

∙ 07/12/2022

Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers

In theory, the success of unsupervised domain adaptation (UDA) largely r...

0 Ziyang Zong, et al. ∙

research

∙ 07/08/2022

Learning High-quality Proposals for Acne Detection

Acne detection is crucial for interpretative diagnosis and precise treat...

15 Jianwei Zhang, et al. ∙

research

∙ 07/07/2022

Masked Surfel Prediction for Self-Supervised Point Cloud Learning

Masked auto-encoding is a popular and effective self-supervised learning...

8 Yabin Zhang, et al. ∙

research

∙ 07/05/2022

Universal Domain Adaptive Object Detector

Universal domain adaptive object detection (UniDAOD)is more challenging ...

0 Wenxu Shi, et al. ∙

research

∙ 07/04/2022

Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters

Semantic segmentation on driving-scene images is vital for autonomous dr...

0 Wenyu Liu, et al. ∙

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-...

0 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...

5 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...

0 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...

0 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...

0 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 ...

0 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...

0 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...

6 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 ...

0 Binghui Chen, et al. ∙

Lei Zhang

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