b'Lei Zhu'

research

∙ 09/21/2023

Multi-level Asymmetric Contrastive Learning for Medical Image Segmentation Pre-training

Contrastive learning, which is a powerful technique for learning image-l...

0 Shuang Zeng, et al. ∙

research

∙ 09/18/2023

Towards Self-Adaptive Pseudo-Label Filtering for Semi-Supervised Learning

Recent semi-supervised learning (SSL) methods typically include a filter...

0 Lei Zhu, et al. ∙

research

∙ 09/12/2023

Towards High-Quality Specular Highlight Removal by Leveraging Large-Scale Synthetic Data

This paper aims to remove specular highlights from a single object-level...

0 Gang Fu, et al. ∙

research

∙ 09/01/2023

OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation

Current 3D open-vocabulary scene understanding methods mostly utilize we...

0 Zhening Huang, et al. ∙

research

∙ 08/28/2023

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions

With the exponential surge in diverse multi-modal data, traditional uni-...

0 Lei Zhu, et al. ∙

research

∙ 08/27/2023

Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

In the real world, image degradations caused by rain often exhibit a com...

0 Sixiang Chen, et al. ∙

research

∙ 08/20/2023

Rethinking Client Drift in Federated Learning: A Logit Perspective

Federated Learning (FL) enables multiple clients to collaboratively lear...

0 Yunlu Yan, et al. ∙

research

∙ 08/20/2023

Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction

While multi-modal learning has been widely used for MRI reconstruction, ...

0 Yunlu Yan, et al. ∙

research

∙ 08/18/2023

Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery

Robot-assisted surgery has made significant progress, with instrument se...

0 Hongqiu Wang, et al. ∙

research

∙ 08/09/2023

Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation

End-to-end weakly supervised semantic segmentation aims at optimizing a ...

0 Lei Zhu, et al. ∙

research

∙ 07/27/2023

SuperCLUE: A Comprehensive Chinese Large Language Model Benchmark

Large language models (LLMs) have shown the potential to be integrated i...

0 Liang Xu, et al. ∙

research

∙ 06/14/2023

A Simple Data Augmentation for Feature Distribution Skewed Federated Learning

Federated learning (FL) facilitates collaborative learning among multipl...

0 Yunlu Yan, et al. ∙

research

∙ 06/05/2023

Benchmarking Large Language Models on CMExam – A Comprehensive Chinese Medical Exam Dataset

Recent advancements in large language models (LLMs) have transformed the...

0 Junling Liu, et al. ∙

research

∙ 06/05/2023

Cross-Modal Vertical Federated Learning for MRI Reconstruction

Federated learning enables multiple hospitals to cooperatively learn a s...

0 Yunlu Yan, et al. ∙

research

∙ 06/05/2023

Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation

For robot-assisted surgery, an accurate surgical report reflects clinica...

0 Hongqiu Wang, et al. ∙

research

∙ 04/19/2023

Adaptive beamforming for optical wireless communication via fiber modal control

High-speed optical wireless communication can address the exponential gr...

0 Chao Li, et al. ∙

research

∙ 04/10/2023

Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification

Cloth-changing person reidentification (ReID) is a newly emerging resear...

0 Zan Gao, et al. ∙

research

∙ 04/09/2023

Automated Prompting for Non-overlapping Cross-domain Sequential Recommendation

Cross-domain Recommendation (CR) has been extensively studied in recent ...

0 Lei Guo, et al. ∙

research

∙ 03/28/2023

Multi-Behavior Recommendation with Cascading Graph Convolution Networks

Multi-behavior recommendation, which exploits auxiliary behaviors (e.g.,...

0 Zhiyong Cheng, et al. ∙

research

∙ 03/23/2023

Neural Preset for Color Style Transfer

In this paper, we present a Neural Preset technique to address the limit...

0 Zhanghan Ke, et al. ∙

research

∙ 03/23/2023

Masked Image Training for Generalizable Deep Image Denoising

When capturing and storing images, devices inevitably introduce noise. R...

6 Haoyu Chen, et al. ∙

research

∙ 03/22/2023

Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation

The Diffusion Probabilistic Model (DPM) has emerged as a highly effectiv...

0 Haipeng Zhou, et al. ∙

research

∙ 03/19/2023

DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification

Diffusion Probabilistic Models have recently shown remarkable performanc...

0 Yijun Yang, et al. ∙

research

∙ 03/18/2023

HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation

Masked image modeling (MIM) with transformer backbones has recently been...

0 Zhaohu Xing, et al. ∙

research

∙ 03/18/2023

Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation

In recent years, Denoising Diffusion Models have demonstrated remarkable...

12 Zhaohu Xing, et al. ∙

research

∙ 03/17/2023

Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior

Video dehazing aims to recover haze-free frames with high visibility and...

0 Jiaqi Xu, et al. ∙

research

∙ 03/16/2023

Learning Physical-Spatio-Temporal Features for Video Shadow Removal

Shadow removal in a single image has received increasing attention in re...

9 Zhihao Chen, et al. ∙

research

∙ 03/15/2023

BiFormer: Vision Transformer with Bi-Level Routing Attention

As the core building block of vision transformers, attention is a powerf...

0 Lei Zhu, et al. ∙

research

∙ 03/14/2023

GeoSpark: Sparking up Point Cloud Segmentation with Geometry Clue

Current point cloud segmentation architectures suffer from limited long-...

0 Zhening Huang, et al. ∙

research

∙ 02/23/2023

A Comprehensive Survey on Source-free Domain Adaptation

Over the past decade, domain adaptation has become a widely studied bran...

0 Zhiqi Yu, et al. ∙

research

∙ 02/18/2023

One-Pot Multi-Frame Denoising

The performance of learning-based denoising largely depends on clean sup...

0 Lujia Jin, et al. ∙

research

∙ 01/12/2023

Learning to Control and Coordinate Hybrid Traffic Through Robot Vehicles at Complex and Unsignalized Intersections

Intersections are essential road infrastructures for traffic in modern m...

0 Dawei Wang, et al. ∙

research

∙ 11/29/2022

ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests

With the rapid development of cloud computing, virtual machine schedulin...

0 Haochuan Cui, et al. ∙

research

∙ 11/27/2022

Who is Gambling? Finding Cryptocurrency Gamblers Using Multi-modal Retrieval Methods

With the popularity of cryptocurrencies and the remarkable development o...

0 Zhengjie Huang, et al. ∙

research

∙ 11/13/2022

SCOTCH and SODA: A Transformer Video Shadow Detection Framework

Shadows in videos are difficult to detect because of the large shadow de...

0 Lihao Liu, et al. ∙

research

∙ 11/10/2022

Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19

Automated detecting lung infections from computed tomography (CT) data p...

5 Liansheng Wang, et al. ∙

research

∙ 09/06/2022

CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion

3D Multi-object tracking (MOT) ensures consistency during continuous dyn...

7 Li Wang, et al. ∙

research

∙ 09/04/2022

Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning

Preoperative and noninvasive prediction of the meningioma grade is impor...

6 Tianling Liu, et al. ∙

research

∙ 08/31/2022

NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation

Multi-modal MR imaging is routinely used in clinical practice to diagnos...

6 Zhaohu Xing, et al. ∙

research

∙ 07/16/2022

Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization

Classification activation map (CAM), utilizing the classification struct...

0 Lei Zhu, et al. ∙

research

∙ 07/04/2022

Harmonizer: Learning to Perform White-Box Image and Video Harmonization

Recent works on image harmonization solve the problem as a pixel-wise im...

2 Zhanghan Ke, et al. ∙

research

∙ 07/01/2022

A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos

Breast lesion detection in ultrasound is critical for breast cancer diag...

14 Zhi Lin, et al. ∙

research

∙ 06/16/2022

Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation

Shared-account Cross-domain Sequential Recommendation (SCSR) task aims t...

0 Lei Guo, et al. ∙

research

∙ 05/03/2022

Copy Motion From One to Another: Fake Motion Video Generation

One compelling application of artificial intelligence is to generate a v...

0 Zhenguang Liu, et al. ∙

research

∙ 03/26/2022

RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

Federated semi-supervised learning (FSSL) aims to derive a global model ...

10 Xiaoxiao Liang, et al. ∙

research

∙ 03/21/2022

Multi-modal learning for predicting the genotype of glioma

The isocitrate dehydrogenase (IDH) gene mutation is an essential biomark...

0 Yiran Wei, et al. ∙

research

∙ 03/04/2022

BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation

In this paper, we propose a novel semi-supervised learning (SSL) framewo...

0 Wenqiao Zhang, et al. ∙

research

∙ 03/03/2022

Weakly Supervised Object Localization as Domain Adaption

Weakly supervised object localization (WSOL) focuses on localizing objec...

0 Lei Zhu, et al. ∙

research

∙ 01/20/2022

spotFuzzer: Static Instrument and Fuzzing Windows COTs

The security research on Windows has received little attention in the ac...

0 Yeming Gu, et al. ∙

research

∙ 01/07/2022

Motion Prediction via Joint Dependency Modeling in Phase Space

Motion prediction is a classic problem in computer vision, which aims at...

0 Pengxiang Su, et al. ∙

Lei Zhu

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