Machine Learning articles for China

Time frame: 1 May 2025 - 30 April 2026

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Count: 409

Article ‘Count’ for Machine Learning.

Journal Count Share
7 6.89
GrapheneChat: A Large Language Model for Enhancing Graphene Research 0.91
Flicker-Suppressed Neuromorphic Unit for Dynamic Vision Processing 0.98
Reconfigurable Dual-Terminal WSe2/h-BN p-n Photodetectors for In-Sensor Red-Green-Blue Convolution and Motion Detection 1.00
Ultrasensitive 2D Vermiculite Inorganic Liquid Crystals for Nonlinear Optical Activation 1.00
A Robust Biomimetic van der Waals Heterostructure Visual Neuromorphic Device for Multiscale In-Sensor Reservoir Computing 1.00
Preoperative Identification of Papillary Thyroid Carcinoma Subtypes and Lymph Node Metastasis via Deep Learning-Assisted Surface-Enhanced Raman Spectroscopy 1.00
Binary Neural Network Based on a Programmable Graphene/Si Schottky Diode for In-Sensor Processing Image Sensors 1.00
13 12.66
In‐Situ Four‐Dimensional Neuromorphic Transistors for Spatiotemporal Fusion Information Perception 1.00
Multimodal Photoelectric Synapses Based on 2D WS2/PdSe2 Heterostructures for High-Accuracy Neuromorphic Vision 1.00
High Operation Density Logic‐Gates for Multi‐Bit Arithmetic Logic Unit Based on Multi‐Region Barrier Modulation Optoelectronic Transistor 1.00
Ultraviolet‐Regulated Synaptic‐Neuronal Function Reconfigurable Transparent Memristor for Neuromorphic Computing Hardware 1.00
Mechanically Programmable Diffractive Neural Networks Based on Pancharatnam-Berry Phase 1.00
A Flexible, Broadband Optoelectronic Memristor for Neuromorphic Visual Perception and Intelligent Image Processing 1.00
A Cross-Scale Memristor-Based Neuromorphic Platform Bridging Physical Encoding and Medical Inference 1.00
A Photonic Neuromorphic Autonomous Perceptual Decision System Enabled by MOF-Based Array 1.00
A Dynamic Adaptive Activation Neuron-Transistor for Dynamic Sparse Neural Networks in Advanced Driving Assistance System 1.00
Plasmonic‐Fluorescent Au Hybrids with Silver‐Regulated Optical Switching Synergized with Deep Learning Enabling Intelligent Biosensing 1.00
2D Covalent Organic Framework‐Based Heterostructure for Neuromorphic Visual Processing 0.93
Frame‐Channel Engineered Multimodal Transistor Integrating Neuromorphic Computing with Cross‐Modal Edge Intelligence 0.80
Hardware‐Implemented DropConnect Function for Energy‐Efficient Neuromorphic Computing 0.93
6 5.78
Artificial Refractory Neuron Based on Cs2AgBiBr6 Nanoionic Memristor for Efficient Motion Information Processing 0.88
Dispersion‐Engineered Terahertz Spoof Plasmonic Neural Network for Parallel Computing and On‐Chip Communication 1.00
Fiber Transistors as a Hardware Surrogate Gradient for Backpropagation in Spiking Neural Networks 1.00
Neuromorphic Silicon‐Based Capacitive‐Tunneling Junction 1.00
A Pupillary Light Reflex Inspired Self-Adaptive Spiking Visual Neuron 1.00
Integrated Polarization, Distance, and Rotation for Multi‐DoF Diffractive Processor and Information Encryption 0.90
11 10.13
An Integrated Wasserstein GAN–Transformer Deep Learning Framework for Accurate Raman Spectral Identification of Escherichia coli Strains 1.00
A Thermogalvanic Cell Microneedle Patch for Integrated Diagnosis and Treatment of UV-Induced Early Skin Cancer 0.91
Unified Multitask Modeling for Retention Time Prediction Across Chromatographic Conditions 1.00
Information-Guided Fusion of Multimodal Vibrational Spectroscopy for Disease Diagnosis Based on Symbiotic Attention Decoupled Contrastive Learning 1.00
Deep Learning-Powered Dark-Field Microscopy for Simultaneous Size and Concentration Analysis of Nanoplastics in Water 1.00
BayesOpGAN: A Bayesian-Optimized GAN Framework with Fourier-Based Evaluation for Quality-Controlled Raman Spectral Data Augmentation 1.00
Probabilistic-Guided Dynamic Fusion Multitask (PDFM) Framework for Mass Spectrometry Classification 1.00
Deep Learning-Enhanced Dual-Component Gas Sensor Based on Wavelength Modulation Spectroscopy 1.00
Deep Learning-Based Shape Classification for Hyperspectral-Imaged Microplastics 0.22
Calibration Transfer of Deep Learning Models among Multiple Raman Spectrometers via Low-Rank Adaptation 1.00
Attention Scale Fusion Network for Qualitative and Quantitative Analysis of Serum Tumor Biomarkers Via Label-Free Surface-Enhanced Raman Spectroscopy 1.00
1 1.00
Bioinspired High‐Performance Neuromorphic Devices Enabled by Thienoviologen‐Based Electrochemical Ion Gating 1.00
23 20.90
Instantaneous urban facade PV potential assessment: An end-to-end deep learning framework for arbitrary planning horizons 0.92
PRoFL-IoV: A privacy-preserving and robust federated learning framework for short-term load forecasting in the internet of vehicles 0.60
Efficient power system corrective control with adaptive operation condition handling: A GATN-RL based method 1.00
PVSAM: Adapting geometric prompts to segment anything model for photovoltaic detection in remote sensing imagery 1.00
Adaptive energy scheduling strategy for port logistics systems: A dual-consolidation continual reinforcement learning approach 0.92
Learning-augmented hierarchical control for signal-aware safe eco-driving of connected autonomous vehicles 0.88
Towards physics-guided graph neural network for hydrogen gas explosion simulation at urban scale 1.00
A deep-learning multi-source information fusion method for high-precision PV identification: Integration of U2-net image segmentation and multi-spectral screening 1.00
Real-time proactive control of cascading failures in integrated electricity–gas systems based on a privacy-preserving physics informed deep operator surrogate model 1.00
DFDR-NLNet: A dual-frequency differentiated representation non-local network for photovoltaic panel segmentation 1.00
Robust deep reinforcement learning for inverter-based volt-var control in partially observable distribution networks 1.00
Domain knowledge-enhanced graph reinforcement learning method for Volt/Var control in distribution networks 1.00
Abnormal data recognition method for wind turbines based on alpha channel fusion 1.00
Privacy-preserving probabilistic wind power forecasting: An adaptive federated approach 1.00
Spatiotemporal feature encoded deep learning method for rooftop PV potential assessment 0.86
PV Segmenter: A frequency-guided edge-aware network for distributed photovoltaic segmentation in remote sensing imagery 1.00
The impact of deep reinforcement learning-based traffic signal control on Emission reduction in urban Road networks empowered by cooperative vehicle-infrastructure systems 0.54
A large-scale ultra-high-resolution segmentation dataset augmentation framework for photovoltaic panels in photovoltaic power plants based on priori knowledge 1.00
A multi-module robust method for transient stability assessment against false label injection cyberattacks 0.80
Short-term voltage stability emergency control strategy pre-formulation for massive operating scenarios via adversarial reinforcement learning 1.00
A novel deep learning and GIS integrated method for accurate city-scale assessment of building facade solar energy potential 1.00
Transfer learning-based prediction and evaluation for ionic osmotic energy conversion under concentration and temperature gradients 1.00
A novel multivariable prognostic approach for PEMFC degradation and remaining useful life prediction using random forest and temporal convolutional network 0.39
9 8.33
Efficient adaptation of physics-informed neural networks for parametric thermal convection using adapter layers 0.33
Harnessing radiation-induced fluctuations in spintronic neuromorphic hardware for energy-efficient aerospace computing 1.00
Extending channel attention to kernel space for fluorescence microscopy image denoising 1.00
Measurement of multiple mechanical properties from multi-dimensional signals in nanosecond laser ablation via PINN 1.00
Enhanced rotating neuron reservoir computing with time-delay feedback for chaotic time series prediction 1.00
Realizing weakly supervised learning by physical information for rapidly and accurately predicting three-dimensional weak electromagnetic field of metallic metasurfaces and zero-shot inverse design 1.00
Ultrafast stochastic spiking neurons based on field-free magnetic tunnel junction 1.00
Retina-inspired spike processing for neuromorphic color recognition 1.00
The chronic degeneration mechanism of NbOx-based artificial neurons in the active state 1.00
1 0.86
Development of non-spatial grid-like neural codes tracks inference and intelligence 0.86
2 2.00
Large-scale building dilapidation assessment for high-density cities: An urban visual intelligence approach 1.00
AI for Landscape Planning: Assessing Surrounding Contextual Impact on GAN-Generated Green Land Layouts 1.00
2 1.05
Neuronal competition shapes the encoding, consolidation, and retrieval of precise spatial memories in mice 0.05
Gravity-dependent choice of frame of reference in the posterior parietal cortex 1.00
34 31.77
Boiler combustion optimization via offline reinforcement learning with an ensemble high-dimensional environment 1.00
Multi-Scale Weighted Fusion Network for Hyperspectral and LiDAR Data to Identify Stressed Vegetation Caused by Natural Gas Storage Microleakages 1.00
PI-MBKAN: Physics-Informed Multi Branch Kolmogorov–Arnold Network for high-precision Chiller Power Prediction 1.00
Interpretable few-shot prediction of cross-fuel spray dynamics: experiments, empirical correlations and machine learning insights 1.00
Energy Saving Coordination Control of Heterogeneous-Speed Platoons at Unsignalized Intersections using Gap-Crossing Virtual Platoon 1.00
Thermal performance prediction of energy-efficient roofs via a CNN-LSTM hybrid model optimized by the sparrow search algorithm 1.00
Joint Taxi Dispatch and Station Pricing Optimization: A Game-Theoretic Multi-Agent Reinforcement Learning Approach via Alternating Training 0.67
Transfer learning-enhanced rapid prediction of heat transfer fields in diverse porous media under Robin boundary conditions 1.00
A Hard-constrained Physics-Informed Neural Network for Localized Digital Twin Modeling 1.00
A comprehensive PINN method with hybrid Fourier feature for high-precision natural convection solution 1.00
Defect localization and quantification of energy transportation pipeline based on multiscale 1DCNN and BiLSTM with multidimensional attention mechanism 1.00
A Dual-Branch Boiler Water-Cooled Wall Three-Dimensional Combustion Parameter Prediction Method Based on Multi-Head Latent Attention Mechanism and Fourier's Heat Flux Density Law (M-F Dual NET) 1.00
AI for Dynamic Heat Exchangers Modeling in Vapor Compression Systems with Limited Computational Resources 1.00
Hybrid modeling method for reactor coolant loop combining data-driven and physics-based constraints 1.00
Time–frequency heterogeneous feature based physical-informed neural network for internal multimodal water estimation of fuel cells 1.00
Self-Attention Networks for Interpretable and Transferable Critical Heat Flux Modeling 1.00
Hybrid Deep Learning Framework for High-Precision Prediction of Transient Thermal-Flow in Supercritical LNG Heat Exchangers 0.80
Reliable Cross-Domain Lifetime Prediction for Fuel Cells: A Time-Frequency Fusion Transfer Learning Architecture 0.89
Hybrid symbolic regression for data-driven discovery: Governing dimensionless numbers in supercritical heat transfer 1.00
Multi-agent coordinated control framework for longitudinal–vertical dynamics in electric vehicles with regenerative braking 1.00
Low-Power Analog Circuit-Based Physical Neural Networks for Motor Fault Diagnosis 1.00
Artificial Intelligence-Driven Forecast of Methane Recovery and CO2 Storage Efficiency for Carbon-Neutral Energy Production from Marine Gas Hydrates 0.80
Physics-constrained neural network for chiller guided by reverse Carnot cycle analogy model with extrapolation ability 1.00
Modeling real-world driving emissions of a plug-in hybrid electric vehicle by multi-domain adversarial training 1.00
A deep reinforcement learning method based on Mamba model with adaptive cross-attention for multi-energy microgrid energy management 1.00
Modeling of propane thermal cracking process via physics-informed neural networks with process-consistent constraints 0.60
Graph-temporal convolutional network for steam heating network simulation considering dynamic characteristics 1.00
An enhanced algorithm for cell-level anomaly segmentation in photovoltaic solar panels using electroluminescence imaging 0.92
Flame combustion state recognition in municipal solid waste incineration processes based on image multi-threshold segmentation and DQN-PL model 1.00
Data-driven modeling of ultra-supercritical unit based on improved PatchTST network with multi-task balancing 1.00
ResNet-MFII-PN for Imbalanced Small-Sample Lithium-ion Battery Fault Diagnosis with a Physics-based model Generative Real-Word Dataset 1.00
Deep learning-enhanced global sensitivity analysis for uncertainty quantification in THMC coupled scCO2-EGS 0.90
Physics-informed neural network for rapid prediction of the temperature fields in fuel-heat pipe assemblies 1.00
Condition monitoring of an oxy-biomass combustion process through flame imaging and incremental deep learning 0.20
1 0.21
Unsupervised and few-shot segmentation in photovoltaic electroluminescence images for defect detection via a novel enhanced iterative autoencoder with simple implementation 0.21
2 2.00
Hybrid Deep Learning Framework for Environmental Microplastic Classification: Integrating CNN-Based Spectral Feature Extraction and Transformer Models 1.00
Explainable deep learning unveils critical scenarios driving soil cadmium pollution in a coastal industrial city in China: A geospatial AI approach 1.00
1 1.00
A 2D-digital spectral sensing method for rapid antibiotic detection in water 1.00
1 1.00
Hybrid analytical and neural-network approaches to the non-local short pulse equation 1.00
5 4.76
SeisMoLLM: Advancing Seismic Monitoring via Cross-Modal Transfer With Pretrained Large Language Model 1.00
An Efficient Multi‐Physics GPT‐PINN Framework for Predicting Reactive Solute Transport in Parameterized Groundwater Systems 1.00
Global Search of PKP Precursors With Graph Neural Network: Implications for Scatterers in the Lowermost Mantle 0.86
An Interpretable Weather Forecasting Model With Separately‐Learned Dynamics and Physics Neural Networks 1.00
An Efficient Lightning Classifier Using a Self‐Supervised Learning Neural Network 0.90
134 123.30
Preference Aligned Diffusion Planner for Quadrupedal Locomotion Control 0.70
FCRF: Flexible Constructivism Reflection for Long-Horizon Robotic Task Planning with Large Language Models 1.00
Transferable Latent-To-Latent Locomotion Policy for Efficient and Versatile Motion Control of Diverse Legged Robots 1.00
LSW-Net: A Spatio-temporal Self-Supervised Framework for 2D LiDAR-Based Environment Perception 0.83
CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments 1.00
Robust Reinforcement Learning based on Momentum Adversarial Training 1.00
Consistent Feature Alignment for Cross-Modal Knowledge Distillation in Monocular 3D Object Detection 1.00
Sensing Differently: Unifying Vision, Language, Posture and Tactile in Robotic Perception 1.00
DL-Clip: Online D-Learning with Clipping Operation for Fast Model-Free Stabilizing Control 1.00
Uni-Zipper: A Multi-modal Perception Framework of Deformable Objects with Unpaired Data 1.00
Symmetry-Guided Multi-Agent Inverse Reinforcement Learning 1.00
ARC: Robots Adaptive Risk-aware Robust Control via Distributional Reinforcement Learning 0.75
GaussianGraph: 3D Gaussian-Based Scene Graph Generation for Open-World Scene Understanding 1.00
Task-Oriented Token Pruning for Efficient Object Detection and Segmentation 1.00
Modeling Human-like Driving Behavior Based on Maximum Entropy Deep Inverse Reinforcement Learning 1.00
PrefMMT: Modeling Human Preferences in Preference-based Reinforcement Learning with Multimodal Transformers 0.21
DualCLIP: Bridging 3D Geometry and Multimodal Semantics for Robotic Perception 1.00
ETA: Learning Optical Flow with Efficient Temporal Attention 1.00
TACO: General Acrobatic Flight Control via Target-and-Command-Oriented Reinforcement Learning 1.00
CoCoL: A Communication Efficient Decentralized Collaborative Learning Method for Multi-Robot Systems 0.80
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots 1.00
Mesh-Learner: Texturing Mesh with Spherical Harmonics 1.00
Integrating Offline Pre-Training with Online Fine-Tuning: A Reinforcement Learning Approach for Robot Social Navigation 1.00
Anomaly Knowledge Learning for Patch-Agnostic Defense against Adversarial Patches 1.00
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model 1.00
GaussianPU: Color Point Cloud Upsampling via 3D Gaussian Splatting 1.00
THE-SEAN: A Heart Rate Variation-Inspired Temporally High-Order Event-Based Visual Odometry with Self-Supervised Spiking Event Accumulation Networks 1.00
ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models 1.00
DCT-Diffusion: Depth Completion for Transparent Objects with Diffusion Denoising Approach 1.00
Decentralized Multi-robot Navigation Policy with Enhanced Security Using Graph GRU Policy Network 0.80
Application of LLM Guided Reinforcement Learning in Formation Control with Collision Avoidance 1.00
From Learning to Mastery: Achieving Safe and Efficient Real-World Autonomous Driving with Human-in-the-Loop Reinforcement Learning 1.00
MEFusion: Memory-Efficient Data Fusion for Real-Time 3D Reconstruction On Resource-Constrained Devices 0.75
DEXTER-LLM: Dynamic and Explainable Coordination of Multi-Robot Systems in Unknown Environments via Large Language Models 1.00
RAILGUN: A Unified Convolutional Policy for Multi-Agent Path Finding Across Different Environments and Tasks 0.33
AnyTSR: Any-Scale Thermal Super-Resolution for UAV 1.00
DarkSeg: Infrared-Driven Semantic Segmentation for Garment Grasping Detection in Low-Light Conditions 0.80
MemGS: Memory-Efficient Gaussian Splatting for Real-Time SLAM 1.00
TeX-NeRF: Neural Radiance Fields for Novel HADAR View Synthesis 1.00
CasPoinTr: Point Cloud Completion with Cascaded Networks and Knowledge Distillation 1.00
Bridging the Reality Gap: Communication-Aware Task Allocation with Multi-Objective Asynchronous Policy Learning 1.00
EFCWM-Mamba-YOLO: Real-Time Underwater Object Detection with Adaptive Feature Representation and Domain Adaptation 1.00
TEM3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving 0.82
Pet-NODE Modeling: Embedding Priors and Time-Series Features into Neural ODE 1.00
Fast Policy: Accelerating Visuomotor Policies without Re-training 1.00
Dynamic Residual Safe Reinforcement Learning for Multi-Agent Safety-Critical Scenarios Decision-Making 1.00
Jacobian Exploratory Dual-Phase Reinforcement Learning for Dynamic Endoluminal Navigation of Deformable Continuum Robots 1.00
A Multi-Task Learning System for Composites Defect Segmentation and Classification with TacRoller 0.17
Repetitive Motion Control for Redundant Manipulator under False Data Injection Attacks * 1.00
Emergent Cooperative Strategies for Pursuit-Evasion in Cluttered Environments: A Knowledge-Enhanced Multi-Agent Deep Reinforcement Learning Approach 1.00
Dual-Modal Magnetic Skin for Robust Tactile Sensing 0.80
RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories 1.00
Learning-Based Motion Controller for Reconfigurable Microswarms 1.00
Awakening Facial Emotional Expressions in Human-Robot 0.88
Decentralized but Not Compromised: Modular Architecture with Refined Observation for Multi-Agent Model-Based Reinforcement Learning 1.00
Transformer-Based Multi-Agent Reinforcement Learning Method With Credit-Oriented Strategy Differentiation 1.00
CLGA: A Collaborative LLM Framework for Dynamic Goal Assignment in Multi-Robot Systems 1.00
CG-3DGS: Complexity-Guided 3D Gaussian Splatting for High-Fidelity Surgical Scene Reconstruction 1.00
SEI3D: CPU-only 3D Object Tracking Fusing Sparse-flow-filtered Edge and Interior Alignment 1.00
DPR-Splat: Depth and Pose Refinement with Sparse-View 3D Gaussian Splatting for Novel View Synthesis 0.80
G3 CN: Gaussian Topology Refinement Gated Graph Convolutional Network for Skeleton-Based Action Recognition 0.50
Impact of Static Friction on Sim2Real in Robotic Reinforcement Learning 1.00
OpenGS-Fusion: Open-Vocabulary Dense Mapping with Hybrid 3D Gaussian Splatting for Refined Object-Level Understanding 1.00
MIVG: Mode-Isolated Velocity-Guide Algorithm for Quadratic Optimization-Based Obstacle Avoidance 1.00
Estimating Continuum Robot Shape under External Loading using spatiotemporal Neural Networks 0.70
Splatter Joint: 3D Gaussian Splatting for Articulated Objects 1.00
Automated 3D-GS Registration and Fusion via Skeleton Alignment and Gaussian-Adaptive Features 1.00
Physics-Informed Residual Network for Magnetic Dipole Model Correction and High-Accuracy Localization 1.00
Rendering Anywhere You See: Renderability Field-guided Gaussian Splatting 0.50
SIME: Enhancing Policy Self-Improvement with Modal-level Exploration 1.00
3D Gaussian Splatting for Fine-Detailed Surface Reconstruction in Large-Scale Scene 1.00
TopoLiDM: Topology-Aware LiDAR Diffusion Models for Interpretable and Realistic LiDAR Point Cloud Generation 0.57
Towards Surgical Task Automation: Actor-Critic Models Meet Self-Supervised Imitation Learning* 0.19
Registration After Completion: Towards Sparse and Partial Point Set Registration for Computer-Assisted Orthopedic Surgery 0.93
SCORE: Saturated Consensus Relocalization in Semantic Line Maps 1.00
SN-LiDAR: Semantic Neural Fields for Novel Space-time View LiDAR Synthesis 1.00
Bidirectional Task–Motion Planning Based on Hierarchical Reinforcement Learning for Strategic Confrontation 1.00
Zero Shot Domain Adaptive Semantic Segmentation by Synthetic Data Generation and Progressive Adaptation 1.00
Risk-Aware Reinforcement Learning with Group Opinion for Autonomous Driving 1.00
Occlusion-Aware 6D Pose Estimation with Visual Observation Guided Diffusion Model 1.00
Hybrid Transformer-Mamba Model for 3D Semantic Segmentation 1.00
VMTS: Vision-Assisted Teacher-Student Reinforcement Learning for Multi-Terrain Locomotion in Bipedal Robots 1.00
Modeling Deception in Multi-Robot Target-Attacker-Defender Game via Deep Reinforcement Learning 1.00
MoE-Loco: Mixture of Experts for Multitask Locomotion 0.75
Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models 1.00
Distributional Decision Transformer: Risk-Sensitive Offline RL via Quantile-Based Critics and Stochastic Return 1.00
Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning 1.00
DRARL: Disengagement-Reason-Augmented Reinforcement Learning for Efficient Improvement of Autonomous Driving Policy 0.88
Annotation-Free Curb Detection Leveraging Altitude Difference Image 1.00
Adaptive Wall-Following Control for Unmanned Ground Vehicles Using Spiking Neural Networks 1.00
Revisiting 3D Curve to Surface Registration using Tangent and Normal Vectors for Computer-Assisted Orthopedic Surgery 0.92
KGN-Pro: Keypoint-Based Grasp Prediction through Probabilistic 2D-3D Correspondence Learning 0.80
Adaptive Large-Scale Novel View Image Synthesis for Autonomous Driving Datasets 1.00
Robust and High-Fidelity 3D Gaussian Splatting: Fusing Pose Priors and Geometry Constraints for Texture-Deficient Outdoor Scenes 1.00
GS-SDF: LiDAR-Augmented Gaussian Splatting and Neural SDF for Geometrically Consistent Rendering and Reconstruction 1.00
SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning 1.00
3DWSNet: A Novel 3D Wavelet Spiking Neural Network for Event-based Action Recognition 1.00
Directed Spatial Consistency-Based Partial-to-Partial Point Cloud Registration with Deep Graph Matching 0.93
TERL: Large-Scale Multi-Target Encirclement Using Transformer-Enhanced Reinforcement Learning 1.00
L2COcc: Lightweight Camera-Centric Semantic Scene Completion via Distillation of LiDAR Model 0.88
SLTNet: Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks 1.00
GPGS: Geometric Priors for 3D Gaussian Splatting in Structural Environments 1.00
PC2P: Multi-Agent Path Finding via Personalized-Enhanced Communication and Crowd Perception 1.00
All-in-one Defensive Network (ADNet): Trustworthy Segmentation of Complex Maritime Environments for Unmanned Surface Vessels (USVs) 0.13
A Safety-Adjusted Policy Optimization Algorithm and Application for Obstacle Avoidance in the Quadcopter 1.00
Temporal-Spatial Representation Fusion for Dexterous Manipulation Learning with Unpaired Visual-Action Data 1.00
Real-World Offline Reinforcement Learning from Vision Language Model Feedback 0.17
MK-Pose: Category-Level Object Pose Estimation via Multimodal-Based Keypoint Learning 1.00
Multimodal Point Cloud Registration Method Based on Centerline-Guided Expansion and Contraction: An Optimization Strategy Applied in Bronchial Lumen Map Building 1.00
Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment 1.00
Novel Data-Driven Repetitive Motion Control Scheme for Redundant Manipulators With Zeroing Neurodynamics 1.00
PanopticSplatting: End-to-End Panoptic Gaussian Splatting 1.00
MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation 0.86
Industrial-Grade Sensor Simulation via Gaussian Splatting: A Modular Framework for Scalable Editing and Full-Stack Validation 1.00
MambaGCN: Synergistic Integration of Graph Convolutional Networks and State Space Models for Point Cloud Processing 1.00
AccidentX: A Large-Scale Multimodal BEV Dataset for Traffic Accident Analysis and Prevention 1.00
RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning 0.80
SheepDA-YOLO: Cross-Domain Adaptive Mean Teacher with Dual-Path Decoupling for Sheep Behavior Recognition 1.00
PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding 0.92
SAFormer: Spatially Adaptive Transformer for Efficient and Multi-Resolution Occupancy Prediction 1.00
Convex Hull-based Algebraic Constraint for Visual Quadric SLAM 1.00
MuSPaCSA: Multi-Scale Parallel-Channel Self-Attention Network for Point Cloud Classification and Segmentation 1.00
WFDA: Wavelet-Based Frequency Decomposition and Aggregation for Underwater Object Detection 1.00
ALVO: Adaptive Learning with Velocity Obstacles for UGV Navigation in Dynamic Scenes 1.00
Chain-of-Imagination for Reliable Instruction Following in Decision Making 1.00
Lifelong Morphology Learning for Deformable Embodied Agents 1.00
Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks 1.00
View-aware Decomposition and Unification for Fast Ground-to-Aerial Person Search 0.60
HFSENet: Hierarchical Fusion Semantic Enhancement Network for RGB-T Semantic Segmentation in Annealing Furnace Operation Area 1.00
Diffusion Policies with Value-Conditional Optimization for Offline Reinforcement Learning 1.00
Learning-based Keypoints Detection with Topological Order on Deformable Linear Objects from Incomplete Point Clouds 1.00
TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models 1.00
An Evidence-Based Tri-Branch Cross-Pseudo Supervision Method for Semi-Supervised Medical Image Segmentation 0.86
TerraX: Visual Terrain Classification Enhanced by Vision-Language Models 1.00
1 1.00
A Fully Automated Multistage Deep Learning System for Lenke Classification: Enhanced Diagnostic Precision in Adolescent Idiopathic Scoliosis. 1.00
6 5.25
Comparative assessment of manual and UAV-based deep learning approaches for beach litter 1.00
3D excitation-emission matrix (EEM) fluorescence-based efficient detection of cosmetics health risks: comparative AI algorithm and eXtreme Gradient Boosting (XGBoost) implementations 0.73
Towards sustainable construction: A cost-effective framework for bird monitoring from on-site collected videos leveraging deep active learning and synthetic training data 1.00
Accuracy evaluation of load distribution in engineering vehicles under extreme environments 1.00
Learning from new products: A robust end-of-life object detection model for robotic disassembly using the dual constraints of anchors and corners 0.52
A Fuzzy-Refined Neural Network Architecture for Rapid Assessment of Seawater Pollution by Hyperspectral Imaging 1.00
1 1.00
PlumeBed: A Multispectral Satellite Methane Plume Detector Enabled by Transfer Learning of a Multi‐Source Hyperspectral Data Set 1.00
4 3.67
Classification of Seismic Events in the Mainland of China Based on Spectrograms and Model Interpretability 1.00
Rapid Probabilistic Seismic Tomography Using Graph Mixture Density Networks 1.00
An Ensemble Deep Learning‐Based Acoustic Emission Picking Model Reveals Migratory Foreshocks on Large‐Scale Laboratory Fault 0.67
RuptureNet2D, a Deep Neural Network Based Surrogate for Dynamic Earthquake Rupture Simulation in Two Dimensions 1.00
2 2.00
dN/dx reconstruction with deep learning for high-granularity TPCs 1.00
Learnable cut flow for high energy physics 1.00
2 2.00
Differential coding of associative memory information in the macaque lateral prefrontal cortex and hippocampus 1.00
Hippocampal LFP responses during pigeon homing flight in outdoors 1.00
1 1.00
Two-Stage Machine Learning Framework for Accurate Discrimination of Isomers and Very-Similar Molecules on Surfaces 1.00
1 1.00
A dorsal subiculum-medial mammillary body pathway for spatial memory 1.00
6 5.94
Metasurface-Based Wavelength-Multiplexed Diffractive Neural Networks for Multilabel Intelligent Vision 1.00
Physics-Informed Graph Neural Networks for Predicting Deformation in Disordered Fibrous Materials 1.00
In-Sensor Compressed Imaging with Reconstruction-Free Recognition via Ferroelectric Photodiodes 1.00
Symmetric n/p Schottky Barrier Modulation for Precision-Configurable Neural Network 1.00
Artificial Axon with Dendritic-like Plasticity by Biomimetic Interface Engineering of Anisotropic Two-Dimensional Tellurium 0.94
Low Power Ternary State Channel Computing-in-Memory Transistor for Federated Learning 1.00
2 1.01
Clinical-grade autonomous cytopathology through whole-slide edge tomography 0.01
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning 1.00
77 67.13
Single-neuron network topology governs neural computation and learning in primate cortex 1.00
Trustworthy tree-based machine learning by MoS2 flash-based analog content-addressable memory with inherent soft boundaries 0.90
Programmable Three-dimensional Photonic Neural Network Chip 1.00
Accelerating spiking neural networks with photonic reconfigurable devices 1.00
Divergent neural representations of space and task between physical and virtual navigation in macaques 1.00
Temporal-Spatial Fusion Vision Hardware Enables Streamlined In-Sensor Computing for Dynamic Scenes 1.00
Boosting pathology foundation models via few-shot prompt-tuning for rare cancer subtyping 0.93
Human-like cognitive generalization for large models via mental representation-guided supervision 1.00
Single-molecule neuromorphic device with aJ-level power consumption per switching 1.00
NEOSTI - a neuromorphic electronic-opto spatial-temporal hybrid image sensor 1.00
A highly energy-efficient multi-core neuromorphic architecture for training deep spiking neural networks 1.00
Nanoscale exchange-bias magnetic tunnel junctions enabled memristive synapse and leaky-integrate-fire neuron for neuromorphic computing 1.00
International testing and refinement of AI algorithms predicting acute leukemia subtypes from routine laboratory data 0.07
Data-In-situ Computing with One-Pixel-Multiple-Memristor Architecture for Neuromorphic Sequential Vision 1.00
All-optical logic processing unit using Kerr nonlinearity of MXene 1.00
Directional dynamics in the entorhinal cortex of male mice driven by behavioral constraints 0.89
Fragmentomic liquid biopsy enables early breast cancer detection, molecular subtyping and lymph node assessment 1.00
Rejoining fragmented ancient bamboo slips with physics-driven deep learning 1.00
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts 0.28
Physical echo state network based on the nonlinearity and dynamic response of ambipolar heterostructure transistors 0.94
Brain-inspired synaptic transistors for in-situ spiking reinforcement learning with eligibility trace 1.00
Auditing unauthorized training data from AI generated content using information isotopes 0.79
Computing-in-memory architecture for Kolmogorov-Arnold networks based on tunable Gaussian-like memory cells 1.00
Ultrafast visual perception beyond human capabilities enabled by motion analysis using synaptic transistors 0.74
Homogeneous integration of two-dimensional material-based optoelectronic neurons and ferroelectric synapses for neuromorphic vision 1.00
Machine learning for microscopy data analytics targeting real-time optical characterization of semiconductor nanocrystals 0.06
Hierarchical maturation of structural brain connectomes from birth to childhood 0.90
Model-agnostic linear-memory online learning in spiking neural networks 0.75
In-memory analog computing for non-negative matrix factorization 0.86
Physical neural networks using sharpness-aware training 1.00
A reconfigurable photosensitive split-floating-gate memory for neuromorphic computing and nonlinear activation 1.00
Pruning random resistive memory for optimizing analog AI 1.00
Privacy-preserving collaborative battery fault warning for massive electric vehicles by heterogeneous data from charging stations 0.93
In-sensor image memorization, low-level processing, and high-level computing by using above-bandgap photovoltages 1.00
Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness 0.90
Discovery of the reward function for embodied reinforcement learning agents 0.77
Large-scale generative tumor synthesis in computed tomography images for improving tumor recognition 0.90
Mammo-AGE: deep learning estimation of breast age from mammograms 0.17
A multi-agent reinforcement learning framework for exploring dominant strategies in iterated and evolutionary games 1.00
Graded encoding of spatial novelty scales in the human brain 1.00
A lung CT vision foundation model facilitating disease diagnosis and medical imaging 1.00
A Benchmark for Breast Cancer Screening and Diagnosis in Mammogram Visual Question Answering 1.00
Cellular and molecular associations with intrinsic brain organization 0.25
Multilayer nonlinear diffraction neural networks with programmable and fast ReLU activation function 1.00
Hundred-layer photonic deep learning 1.00
Generative discovery of partial differential equations by learning from math handbooks 0.69
A meta-interactive neural network for solving time-varying quadratic programming problems 1.00
Distinctive roles of left and right entorhinal cortex in path integration via a non-invasive stimulation study 0.75
Adaptable graph region for optimizing performance in dynamic system long-term forecasting via time-aware expert 0.92
Neuromorphic computing paradigms enhance robustness through spiking neural networks 0.75
Memristor-based adaptive analog-to-digital conversion for efficient and accurate compute-in-memory 1.00
Luminescent nanofibers for human skin textures photocopying 1.00
ClairS-TO: a deep-learning method for long-read tumor-only somatic small variant calling 1.00
Automatic network structure discovery of physics informed neural networks via knowledge distillation 1.00
Modeling macroscopic brain dynamics with brain-inspired computing architecture 1.00
Addressing data heterogeneity in distributed medical imaging with heterosync learning 1.00
Bioinspired high-order in-sensor spatiotemporal enhancement in van der Waals optoelectronic neuromorphic electronics 0.73
Efficient and robust temporal processing with neural oscillations modulated spiking neural networks 0.81
Development of deep learning-based narrow-band imaging endocytoscopic classification for predicting colorectal lesions from a retrospective study 1.00
Incentivizing inclusive contributions in model sharing markets 1.00
An ion-electronic hybrid artificial neuron with a widely tunable frequency 1.00
Adaptive spatial-temporal information processing based on in-memory attention-inspired devices 1.00
A multisynaptic spiking neuron for simultaneously encoding spatiotemporal dynamics 1.00
Detecting deformation mechanisms of metals from acoustic emission signals through knowledge-driven unsupervised learning 0.86
A data-to-forecast machine learning system for global weather 0.86
Generating brain-wide connectome using synthetic axonal morphologies 0.20
A near-threshold memristive computing-in-memory engine for edge intelligence 0.90
Mitigating data bias and ensuring reliable evaluation of AI models with shortcut hull learning 1.00
Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis 0.86
Multi-representation domain attentive contrastive learning based unsupervised automatic modulation recognition 1.00
Memristive Bellman solver for decision-making 1.00
A physics-informed and data-driven framework for robotic welding in manufacturing 0.50
Lightweight error-tolerant edge detection using memristor-enabled stochastic computing 0.82
Improving AI models for rare thyroid cancer subtype by text guided diffusion models 0.95
Two-dimensional materials based two-transistor-two-resistor synaptic kernel for efficient neuromorphic computing 1.00
CMOS-integrated organic neuromorphic imagers for high-resolution dual-modal imaging 1.00
Lightweight deep learning for real-time road distress detection on mobile devices 0.50
2 2.00
Whole-brain reconstruction of fiber tracts based on cytoarchitectonic organization 1.00
Reconstruction of a connectome of single neurons in mouse brains by cross-validating multi-scale multi-modality data 1.00
2 1.81
High-order dynamics in an ultra-adaptive neuromorphic vision device 1.00
Event-driven retinomorphic photodiode with bio-plausible temporal dynamics 0.81
1 0.08
Infinite hidden Markov models can dissect the complexities of learning 0.08
3 2.89
Identification of an engram ensemble mediating memory forgetting in the dentate gyrus 1.00
Human hippocampal ripples align new experiences with a grid-like schema 0.89
Dissecting human cortical similarity networks across the lifespan 1.00
2 1.68
Neural population dynamics and temporal context cells in macaque medial parietal cortex support temporal order memory 0.68
Coordinated hippocampal–entorhinal representations support human context-dependent spatial navigation 1.00
1 0.94
Multiview deep-learning-enabled histopathology for prognostic and therapeutic stratification in stage II colorectal cancer: A retrospective multicenter study 0.94
1 0.10
Spread complexity rate as proper momentum 0.10
1 1.00
Photonic Restricted Boltzmann Machine for Content Generation Tasks 1.00
6 3.38
Primate-informed neural network for visual decision-making 1.00
Spiking world model with multicompartment neurons for model-based reinforcement learning 1.00
Automaticity speeds the retrieval of instances from the human hippocampus 0.59
Hippocampal CA2 to CA1: A metaplastic switch for memory encoding 0.17
Unilateral incentive alignment in two-agent stochastic games 0.13
A circuit model for transsaccadic space updating and mislocalization 0.50
2 0.62
Pretreatment CT Identification of Extranodal Extension in Laryngeal and Hypopharyngeal Cancers Using Deep Learning. 0.53
MRI-based Ovarian Lesion Classification via a Foundation Segmentation Model and Multimodal Analysis: A Multicenter Study. 0.09
1 1.00
All-optical synthesis chip for large-scale intelligent semantic vision generation 1.00
12 10.75
Steering semi-flexible molecular diffusion model for structure-based drug design with reinforcement learning 0.70
Optical logic convolutional neural network 1.00
Privacy-preserving data analysis using a memristor chip with colocated authentication and processing 1.00
A general soft robotic controller inspired by neuronal structural and plastic synapses that adapts to diverse arms, tasks, and perturbations 0.22
High-capacity directional information processor using all-optical multilayered neural networks 0.88
An overhead-reduced, efficient, fully analog neural-network computing hardware 1.00
Ultrahigh-precision analog computing using memory-switching geometric ratio of transistors 1.00
Memristive floating-point Fourier neural operator network for efficient scientific modeling 1.00
Self-powered artificial vibrissal system with anemotaxis behavior 1.00
All-integrated multidimensional optical sensing with a photonic neuromorphic processor 0.94
Fully memristive spiking neural network for energy-efficient graph learning 1.00
A multimodal and fully automated system for prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer 1.00
4 3.75
AI-driven urban evolution forecasting: A unified memory-aware multi-conditional generation framework for sustainable development planning 0.75
Deep Learning for Optimizing Urban Governance by "Sensing-Processing-Responding" Cycle: Recent Advances, Future Prospects and Challenges 1.00
Automated Framework for Semantic Segmentation and CFD-Ready Geometric Reconstruction of Urban Elements from UAV Data 1.00
What if transformers revolutionize geospatial forecasting? ConvLSTM-Transformer-ARIMA framework for LST forecasting 1.00
1 0.15
Neural Networks as Surrogate Solvers for Time-dependent Accretion Disk Dynamics 0.15
5 4.92
Bioinspired Adaptive UV-NIR Cross-Band Convolutional Fusion for Motion and Shape Recognition in Adverse Environments 1.00
A Bioinspired Optic-Neural Device with Neuromorphic Spatiotemporal Visual Perception for Dynamic Object Recognition 1.00
Minimally Invasive, Label-Free, Point-of-Care Histopathological Diagnostic Platform of Malignant Tumors of the Female Reproductive System Based on Raman Spectroscopy and Machine Learning 0.92
Accurate Prediction of Excited-State Energies from Molecular Orbital Energies Based on Graph Neural Network with Transfer Learning 1.00
Multi-Time-Scale Time Encoding for CNN Prediction of Fenna–Matthews–Olson Energy-Transfer Dynamics 1.00
9 7.99
Few-shot acoustic leak detection in water pipelines via hierarchical consistency learning and class-wise gating fusion 1.00
Enhancing cross-regional transferability of super-resolution-based flood surrogate models for data-scarce catchments 1.00
A new paradigm for electrical modeling in site leakage diagnostics: a label-scarce three-dimensional simulation surrogate using physics-informed neural networks 1.00
A knowledge-data fusion framework accelerates deep reinforcement learning for real-time control of urban drainage systems 1.00
Robust S3Former deep learning model for the direct diagnosis and prediction of natural organic matter (NOM) from three-dimensional excitation-emission-matrix (3D-EEM) data 0.80
Physics-informed neural network for hydraulic prediction in open-channel water transfer projects with sparse monitoring data 0.94
Machine Learning-Driven Dynamic Prediction and Optimization for Ammonia Recovery in Membrane Distillation System 1.00
MobileYOLO-Cyano: An enhanced deep learning approach for precise classification of cyanobacterial genera in water quality monitoring 1.00
Heterogeneous graph neural networks enhance pressure estimation in water distribution networks 0.25

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