李磊

2026

基于最优传输网络的光子计数CT投影降噪方法

《CT理论与应用研究》

DOI

2026

基于双目视觉和深度学习的成品粮堆垛倾斜识别与预警

《粮油食品科技》

DOI

2024

Parallax-tolerant image stitching via segmentation-guided multi-homography warping

Signal Processing

DOI

2024

Developing ChatGPT for biology and medicine: a complete review of biomedical question answering

Biophysics Reports

2022

DAU‐Net : An unsupervised 3D brain MRI registration model with dual‐attention mechanism

International Journal of Imaging Systems and Technology

DOI

2021

TransDIR: Deformable imaging registration network based on transformer to improve the feature extraction ability

Medical Physics

DOI

2020

DCU-Net: Multi-scale U-Net for brain tumor segmentation

Journal of X-Ray Science and Technology

DOI

2019

Improving brain tumor segmentation on MRI based on the deep U-net and residual units

Journal of X-Ray Science and Technology

DOI

2019

A deep learning model integrating SK-TPCNN and random forests for brain tumor segmentation in MRI

Journal of Applied Biomedicine

DOI

2018

Adaptive PCA transforms with geometric morphological grouping for image noise removal

Multimedia Tools and Applications

DOI

2018

Adaptive region constrained FCM algorithm for image segmentation with hierarchical superpixels

DOI

2017

我国主要粮食价格预测预警研究——基于神经网络及控制图理论分析

《价格理论与实践》，No. 5

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2026

Model Merging for Medical LVLMs: A Benchmark and a Winner-Take-All Approach

arXiv preprint

2026

Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents

arXiv preprint

2026

PersonaForge: Realistic Multi-Turn User Simulation for Agentic Systems

arXiv preprint

2026

Deep-learning-aided dismantling of interdependent networks

arXiv preprint

DOI

2026

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

arXiv preprint

2026

LongEmo: Towards Emotion Understanding and Reasoning in Long Videos

arXiv preprint

2026

Is the Future Predictable? Modeling Future Predictability for Reliable Temporal Reasoning

arXiv preprint

2026

E2CAR: An Efficient 2D-CNN Framework for Real-Time EEG Artifact Removal on Edge Devices

arXiv preprint

2026

CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

arXiv preprint

2026

Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin

arXiv preprint

2026

RAM: Recover Any 3D Human Motion in-the-Wild

arXiv preprint

2026

Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions

arXiv preprint

2026

Interpretability-Guided Layer Selection over Subspace Projection: SAEs as Stethoscopes, Not Scalpels, for Raw Task Vector Model Editing

arXiv preprint

2026

BCL: Bayesian In-Context Learning Framework for Information Extraction

arXiv preprint

2026

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI

arXiv preprint

2026

WeMM-Embedding: WeChat Multi-Modal Embedding Technical Report

arXiv preprint

2026

Beyond Heuristics: A Standardized Real2Sim Pipeline for Physical Human Robot Interaction in Human-in-the-Loop Simulation

arXiv preprint

2026

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

arXiv preprint

2026

Motion-Conditioned Multi-View Fusion for Myocardial Infarction Localization from Echocardiography

arXiv preprint

2026

Joint Discrete and SE(3) Diffusion for Protein Interface Design

arXiv preprint

2026

LLM Enhanced Action Recognition via Hierarchical Global-Local Skeleton-Language Model

arXiv preprint

2026

RePCM: Region-Specific and Phenotype-Adaptive Bi-Ventricular Cardiac Motion Synthesis

arXiv preprint

2026

How Far Has AI Come in Liver Fibrosis Staging? A Large-Scale Real-World Dataset and Benchmark

arXiv preprint

2026

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

arXiv preprint

2026

Anatomy-Aligned Surface Field Learning for Myocardial Reconstruction from Sparse Short-Axis Cine MRI

arXiv preprint

2026

Personalized 4D Whole-Heart Mesh Reconstruction from Cine MRI via Multi-Scale Temporal Modeling and Differentiable Contour Rendering

arXiv preprint

2026

Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters

arXiv preprint

2026

LCPNet: Latent Consistent Proximal Unfolding Network for Infrared Small Target Detection

arXiv preprint

2026

Robust Diffusion Models via Divergence-Induced Weighted Denoising

arXiv preprint

2026

Smoothed-KL Reweighting: A Principled Account and Matching Rule for SNR-Based Diffusion Training

arXiv preprint

2026

Seen2Scene: Completing Realistic 3D Scenes with Visibility-Guided Flow

arXiv preprint

2026

SkillRefine: Cross-Source Skill Induction and Execution Validation for LLM Agents in Refinery Planning Software

arXiv preprint

2026

FSP-Diff: Full-Spectrum Prior-Enhanced DualDomain Latent Diffusion for Ultra-Low-Dose Spectral CT Reconstruction

arXiv preprint

2026

Video Understanding: From Geometry and Semantics to Unified Models

arXiv preprint

DOI

2026

Unsupervised Multi-agent and Single-agent Perception from Cooperative Views

arXiv preprint

2026

QoS-Constrained Scheduling in Multi-Cell Multi-User MIMO Networks

arXiv preprint

2026

RefiningGPT: Specialized language Models for Automated Refinery Unit-level Process Diagram Synthesis

arXiv preprint

2026

Learning to Beat: Phenotype-Guided Latent Flow with Regional Motion Priors for Biventricular Motion Synthesis

arXiv preprint

2026

Spectral Rectification for Parameter-Efficient Adaptation of Foundation Models in Colonoscopy Depth Estimation

arXiv preprint

2025

How Chain-of-Thought Works? Tracing Information Flow from Decoding, Projection, and Activation

arXiv preprint

2025

GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation

arXiv preprint

2025

Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection

arXiv preprint

2025

Personalized 4D Whole Heart Geometry Reconstruction from Cine MRI for Cardiac Digital Twins

arXiv preprint

2025

Early signs of stuck pipe detection based on Crossformer

arXiv preprint

2025

Contrast-Free Myocardial Scar Segmentation in Cine MRI using Motion and Texture Fusion

arXiv preprint

2025

MFI-ResNet: Efficient ResNet Architecture Optimization via MeanFlow Compression and Selective Incubation

arXiv preprint

2025

Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation

arXiv preprint

2025

Personalized 3D Myocardial Infarct Geometry Reconstruction from Cine MRI with Explicit Cardiac Motion Modeling

arXiv preprint

2025

4D Virtual Imaging Platform for Dynamic Joint Assessment via Uni-Plane X-ray and 2D-3D Registration

arXiv preprint

2025

Causal Reasoning Elicits Controllable 3D Scene Generation

arXiv preprint

2025

Learning to Learn Weight Generation via Local Consistency Diffusion

arXiv preprint

2025

Efficient Point Clouds Upsampling via Flow Matching

arXiv preprint

2025

R2MED: A Benchmark for Reasoning-Driven Medical Retrieval

arXiv preprint

2025

Medal S: Spatio-Textual Prompt Model for Medical Segmentation

arXiv preprint

2025

Retrieval Augmented Generation-Enhanced Distributed LLM Agents for Generalizable Traffic Signal Control with Emergency Vehicles

arXiv preprint

2025

HOI-PAGE: Zero-Shot Human-Object Interaction Generation with Part Affordance Guidance

arXiv preprint

2025

MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing

arXiv preprint

2025

TF-TransUNet1D: Time-Frequency Guided Transformer U-Net for Robust ECG Denoising in Digital Twin

arXiv preprint

2025

Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications

arXiv preprint

2025

CineMyoPS: Segmenting Myocardial Pathologies from Cine Cardiac MR

arXiv preprint

2025

Addressing Domain Shift via Imbalance-Aware Domain Adaptation in Embryo Development Assessment

arXiv preprint

2024

Seam-Guided Local Alignment and Stitching for Large Parallax Images

SSRN Electronic Journal

DOI

2024

NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results

arXiv preprint

2024

You Only Speak Once to See

arXiv preprint

2024

CAR: Controllable Autoregressive Modeling for Visual Generation

arXiv preprint

2024

Graph Canvas for Controllable 3D Scene Generation

arXiv preprint

2024

Dense Point Clouds Matter: Dust-GS for Scene Reconstruction from Sparse Viewpoints

arXiv preprint

2024

Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification

arXiv preprint

2024

Trajectory Data Management and Mining: A Survey from Deep Learning to the LLM Era

arXiv preprint

2024

Convergence analysis of OT-Flow for sample generation

arXiv preprint

2024

Human Motion Instruction Tuning

arXiv preprint

2024

Revisiting Video Quality Assessment from the Perspective of Generalization

arXiv preprint

2024

ImgTrojan: Jailbreaking Vision-Language Models with ONE Image

arXiv preprint

DOI

2024

Stealthy Multi-Task Adversarial Attacks

arXiv preprint

2024

Dual-Domain CLIP-Assisted Residual Optimization Perception Model for Metal Artifact Reduction

arXiv preprint

2024

CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications

arXiv preprint

2024

Progress and Opportunities of Foundation Models in Bioinformatics

arXiv preprint

2024

Optimizing 3D Gaussian Splatting for Sparse Viewpoint Scene Reconstruction

arXiv preprint

2024

MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder

arXiv preprint

2024

Solving the Inverse Problem of Electrocardiography for Cardiac Digital Twins: A Survey

arXiv preprint

2024

Personalized Topology-Informed Localization of Standard 12-Lead ECG Electrode Placement from Incomplete Cardiac MRIs for Efficient Cardiac Digital Twins

arXiv preprint

2024

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation

arXiv preprint

2024

DeepSPV: A Deep Learning Pipeline for 3D Spleen Volume Estimation from 2D Ultrasound Images

arXiv preprint

2023

UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning

arXiv preprint

2023

DarkShot: Lighting Dark Images with Low-Compute and High-Quality

arXiv preprint

2023

Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior

arXiv preprint

2023

3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks

arXiv preprint

2023

DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences

arXiv preprint

DOI

2023

Object-centric Cross-modal Feature Distillation for Event-based Object Detection

arXiv preprint

2023

Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation

arXiv preprint

2023

Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image Stitching

arXiv preprint

2023

Segment Anything Model for Medical Images?

arXiv preprint

DOI

2023

A Universal Scheme for Dynamic Partitioned Shortest Path Index: Survey, Improvement, and Experiments

arXiv preprint

2023

Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference

arXiv preprint

2023

Edge Aware Learning for 3D Point Cloud

arXiv preprint

2023

Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation

arXiv preprint

2023

VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum

arXiv preprint

2023

RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection

arXiv preprint

2023

Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation

arXiv preprint

2023

Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels

arXiv preprint

2023

Influence of Myocardial Infarction on QRS Properties: A Simulation Study

arXiv preprint

2022

Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

arXiv preprint

2022

$ \text{T}^3 $OMVP: A Transformer-based Time and Team Reinforcement Learning Scheme for Observation-constrained Multi-Vehicle Pursuit in Urban Area

arXiv preprint

2022

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning

arXiv preprint

2022

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning

arXiv preprint

DOI

2022

MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR Images

arXiv preprint

DOI

2022

3D Textured Shape Recovery with Learned Geometric Priors

arXiv preprint

2022

AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results

arXiv preprint

2022

Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation

arXiv preprint

2022

MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images

arXiv preprint

2022

Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN

arXiv preprint

2022

Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching

arXiv preprint

2022

Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion

arXiv preprint

2022

LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing

arXiv preprint

2022

AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images

arXiv preprint

2022

On uniform-in-time diffusion approximation for stochastic gradient descent

arXiv preprint

2022

Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation

arXiv preprint

DOI

2022

Multi-Modality Cardiac Image Computing: A Survey

arXiv preprint

2022

Deep Computational Model for the Inference of Ventricular Activation Properties

arXiv preprint

2021

Cysteine post-translational modifications: ten years from chemical proteomics to bioinformatics

arXiv preprint

2021

Multi-Modality Cardiac Image Analysis with Deep Learning

arXiv preprint

2021

PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency

arXiv preprint

2021

Learning to Disentangle GAN Fingerprint for Fake Image Attribution

arXiv preprint

2021

Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review

arXiv preprint

2021

AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs

arXiv preprint

2021

WSDesc: Weakly Supervised 3D Local Descriptor Learning for Point Cloud Registration

arXiv preprint

2021

Right Ventricular Segmentation from Short- and Long-Axis MRIs via Information Transition

arXiv preprint

2021

Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information

arXiv preprint

2021

Well-classified Examples are Underestimated in Classification with Deep Neural Networks

arXiv preprint

2021

Few-Shot Meta-Learning on Point Cloud for Semantic Segmentation

arXiv preprint

2020

Deep Modulation Recognition with Multiple Receive Antennas: An End-to-end Feature Learning Approach

arXiv preprint

2020

Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks

arXiv preprint

2020

Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint

arXiv preprint

2020

Dual-energy CT Reconstruction from Dual Quarter Scans

arXiv preprint

2020

Generative Adversarial Network-Based Sinogram Super-Resolution for Computed Tomography Imaging

arXiv preprint

2020

Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

arXiv preprint

2020

SketchDesc: Learning Local Sketch Descriptors for Multi-view Correspondence

arXiv preprint

2020

3rd Place Solution to "Google Landmark Retrieval 2020"

arXiv preprint

2020

Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information

arXiv preprint

2020

Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention

arXiv preprint

2020

AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information

arXiv preprint

2020

DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion

arXiv preprint

2019

Deep Active Learning for Anchor User Prediction

arXiv preprint

DOI

2019

Projection Super-resolution Based on Convolutional Neural Network for Computed Tomography

arXiv preprint

2019

CNN-based Automatic Detection of Bone Conditions via Diagnostic CT Images for Osteoporosis Screening

arXiv preprint

2019

3D Face Mask Presentation Attack Detection Based on Intrinsic Image Analysis

arXiv preprint

2019

Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework

arXiv preprint

2019

Effective Domain Knowledge Transfer with Soft Fine-tuning

arXiv preprint

2019

A Sinogram Inpainting Method based on Generative Adversarial Network for Limited-angle Computed Tomography

arXiv preprint

2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge

arXiv preprint

2019

Hardware/Software Co-monitoring

arXiv preprint

2018

Face Presentation Attack Detection in Learned Color-liked Space

arXiv preprint

2018

Fast Sketch Segmentation and Labeling with Deep Learning

arXiv preprint

2018

Sketch-R2CNN: An Attentive Network for Vector Sketch Recognition

arXiv preprint

2018

Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images

arXiv preprint

2018

Image Domain Dual Material Decomposition for Dual-Energy CT using Butterfly Network

arXiv preprint

DOI

2018

Atrial scars segmentation via potential learning in the graph-cuts framework

arXiv preprint

2017

Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI

arXiv preprint

DOI

2016

Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition

arXiv preprint

2016

Image Prediction for Limited-angle Tomography via Deep Learning with Convolutional Neural Network

arXiv preprint

2016

Efficient Image Reconstruction and Practical Decomposition for Dual-energy Computed Tomography

arXiv preprint

2013

A Fast local Reconstruction algorithm by selective backprojection for Low-Dose in Dental Computed Tomography

arXiv preprint