ITM Web of Conferences

Open Access

Distributed sensor fusion estimation algorithms based on Kalman Filtering 01001

Si Ni

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001001

• Abstract
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Open Access

Hybrid LSTM & Transformer for 3D Human Pose Estimation 01002

Longjie Su

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001002

• Abstract
• PDF (1.832 MB)
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Open Access

From Early Models to Modern Techniques: A Deep Learning Survey on Single Image Super-Resolution 01003

Haorui Li

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001003

• Abstract
• PDF (1.423 MB)
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Open Access

Real-World Super-Resolution for μCT Rock Imaging Using Simple Real-ESRGAN-3D 01004

Yue Sun

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001004

• Abstract
• PDF (1.382 MB)
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Open Access

Deep Neural Network Models for Image Denoising: DnCNN, GAN, and Unet 01005

Lu Liu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001005

• Abstract
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Open Access

Optimizing CycleGAN in the Frequency Domain for Artifact Reduction and Detail Preservation 01006

Chang Liu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001006

• Abstract
• PDF (2.461 MB)
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Open Access

CycleGAN Variants for Industrial Defect Data Augmentation 01007

Xiaoyu Xu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001007

• Abstract
• PDF (1.379 MB)
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Open Access

Application of Latent Diffusion Models (LDMs) in Data-Scarce Scenarios 01008

Kefei Ding

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001008

• Abstract
• PDF (1.425 MB)
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Open Access

Conditional Latent Diffusion for Precision-Controllable Image Generation 01009

Ji Su

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001009

• Abstract
• PDF (1.513 MB)
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Open Access

Advances in fidelity-preserving GANs for small datasets: Focus on StyleGAN-ADA and its variants 01010

Zhongxuan Mei

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001010

• Abstract
• PDF (2.247 MB)
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Open Access

EvoClusterBandit: Adaptive Partitioned Bandit Algorithm for Dynamic Environments with Latent Variable Modeling 01011

Hedong Ren

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001011

• Abstract
• PDF (1.981 MB)
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Open Access

DCM-Net: A deep composite micro-tuning network for enhancing feature generalization in low-resolution facial expression recognition 01012

Kaiyuan Dou

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001012

• Abstract
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Open Access

A Facial Expression Recognition Model Based on ResNet50 01013

Qingxiao Hua

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001013

• Abstract
• PDF (2.564 MB)
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Open Access

Innovative paths of CycleGAN loss functions and evolution of cross-domain applications 01014

Lijia Liu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001014

• Abstract
• PDF (1.569 MB)
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Open Access

Dialogue Topic Segmentation Enhancement Method Based on Collaborative Graph Convolutional Networks and Large Language Models 01015

Yaoxin Xu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001015

• Abstract
• PDF (1.647 MB)
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Open Access

Comparative Study of Personal Credit Default Risk Prediction Based on Different Machine Learning Models 01016

Haonan Li

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001016

• Abstract
• PDF (1.567 MB)
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Open Access

Trade-off Analysis of Efficiency and Accuracy in GRU vs LSTM 01017

Bowen Yang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001017

• Abstract
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Open Access

Trade-offs in Few-shot Image Generation: Stability, Fidelity, and Adaptability in Data-Efficient GANs 01018

Lexi Qi

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001018

• Abstract
• PDF (1.471 MB)
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Open Access

A Comparative Study of Robot Localization Methods 01019

Tongyue Zhao

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001019

• Abstract
• PDF (1.448 MB)
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Open Access

Improving Galaxy Classification Accuracy Using Multi-Task Learning and Transfer Learning 01020

Lei Yi

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001020

• Abstract
• PDF (2.516 MB)
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Open Access

Comparing Traditional Time Series Models and Deep Learning Approaches in Stock Price Forecasting 01021

Nyuhai Liu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001021

• Abstract
• PDF (2.400 MB)
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Open Access

Research Advances in YOLO-Based Obstacle Detection Algorithms 01022

Yuhan Huang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001022

• Abstract
• PDF (1.707 MB)
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Open Access

Evolution and Breakthroughs of Generative Adversarial Network Technology 01023

Yiding Wang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001023

• Abstract
• PDF (1.644 MB)
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Open Access

Unsupervised Medical Image Translation with CycleGAN: Applications and Clinical Boundaries 01024

Zihao Ze

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001024

• Abstract
• PDF (1.551 MB)
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Open Access

A study about the performance of federated learning under out-of-distribution data groups 01025

Minghao Wang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001025

• Abstract
• PDF (1.935 MB)
• References

Open Access

A residual GRU-Attention hybrid architecture for high-fidelity Chinese classical poetry generation 01026

Ji Li

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001026

• Abstract
• PDF (1.613 MB)
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Open Access

Anomaly Detection for Enhancing IoT Device Security Using Machine Learning: A Comparative Study of Four Lightweight Models Based on the IoT-23 Dataset 01027

Ziyuan Gao

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001027

• Abstract
• PDF (1.618 MB)
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Open Access

A Comprehensive Review of Stock Market Forecasting Methods: From Statistical Models to Deep Learning 01028

Tsai-Yun Chan

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001028

• Abstract
• PDF (1.564 MB)
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Open Access

An Investigation of Face Generation Methods Based on Encoders, GAN and Diffusion models 01029

Timothy Tianlin Zhang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001029

• Abstract
• PDF (1.483 MB)
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Open Access

Advances in Mathematical Reasoning with Large Language Models 01030

Zihao Zhao

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001030

• Abstract
• PDF (1.559 MB)
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Open Access

Comparing Machine Learning Models for House Price Prediction: Linear Regression, Decision Tree, and Random Forest 01031

Yuhan Jing

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001031

• Abstract
• PDF (1.614 MB)
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Open Access

Algorithmic Approaches to Plant Disease Detection: A Comparative Analysis 01032

Jiaxu Shen

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001032

• Abstract
• PDF (1.713 MB)
• References

Open Access

Deep Learning for Autonomous Driving: A Survey of Methods, Paradigms, and Future Trends 01033

Yixiong Xiao

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001033

• Abstract
• PDF (1.848 MB)
• References

Open Access

An Investigation on RAG Question-Answering System Implementation 01034

Jiayi Yan

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001034

• Abstract
• PDF (1.601 MB)
• References

Open Access

Classification and solution of large language model hallucination 01035

Ruoxi Zhang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001035

• Abstract
• PDF (1.686 MB)
• References

Open Access

Exploring the Application of Databases and Data Science in Logistics Enterprises 01036

Yumin Hu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001036

• Abstract
• PDF (1.814 MB)
• References

Open Access

Hierarchical Frameworks for Embodied Medical AI 01037

Zhibo Zhong

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001037

• Abstract
• PDF (1.654 MB)
• References

Open Access

The Development History and Frontier Paradigms of Industrial Visual Quality Inspection Empowered by Deep Learning 01038

Ruiyang Tang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001038

• Abstract
• PDF (2.273 MB)
• References

Open Access

Leveraging Large Language Models for Log Anomaly Detection: Case Studies and Comparative Analysis 01039

Yujing Xiong

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001039

• Abstract
• PDF (1.785 MB)
• References

Open Access

Image Fidelity in Generative Adversarial Network: Challenges and Solutions for Small Datasets 01040

Zhengyang Dong

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001040

• Abstract
• PDF (1.703 MB)
• References

Open Access

Deep Learning Approaches for Traffic Forecasting: Spatiotemporal Heterogeneity and Model Advances 01041

Shuo Zhu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001041

• Abstract
• PDF (1.725 MB)
• References

Open Access

Comparative Analysis of Core Methods in the Few-Shot Learning Area 01042

Zuoyou Dang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001042

• Abstract
• PDF (1.780 MB)
• References

Open Access

Evaluating Conservative Q-Learning Algorithms across Dataset Qualities: A Case Study on Hopper 01043

Jiaheng Zeng

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258001043

• Abstract
• PDF (2.038 MB)
• References

Open Access

Variance and robustness aware UCB variants for evaluating e-commerce fulfilments 02001

Mingguangyi Yang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258002001

• Abstract
• PDF (2.461 MB)
• References

Open Access

Trend-aware Thompson sampling algorithm for solving multi-armed bandit problems in e-commerce environment 02002

Ke Xu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258002002

• Abstract
• PDF (2.676 MB)
• References

Open Access

Decomposing and Optimizing Regret in Classical Multi-Armed Bandit Algorithms: ETC, UCB, and Thompson Sampling 02003

Yixuan Yao

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258002003

• Abstract
• PDF (2.803 MB)
• References

Open Access

A Comparative Study of UCB and Thompson Sampling with Structured Rewards: Parameter Sensitivity and Robustness 02004

Yutong Chen

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258002004

• Abstract
• PDF (3.202 MB)
• References

Open Access

Multi-Armed Bandits and Their Classical Algorithms: Strengths and Limitations 02005

Sichen Wu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258002005

• Abstract
• PDF (1.743 MB)
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Open Access

Multi-Armed Bandit Algorithms for Large Language Model Optimization: A Survey of Theory and Applications 02006

Xiangling Yang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258002006

• Abstract
• PDF (1.941 MB)
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Open Access

Clinical Application of Flexible Lower Limb Exoskeleton in Neurorehabilitation 03001

Mo Zhuang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003001

• Abstract
• PDF (1.739 MB)
• References

Open Access

Multi-Sensor Fusion and Obstacle Avoidance Algorithms Applied to Autonomous Driving 03002

Zhihan Yang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003002

• Abstract
• PDF (1.825 MB)
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Open Access

Application of Unmanned Operating Systems in the Underwater Field 03003

Hao Huang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003003

• Abstract
• PDF (1.778 MB)
• References

Open Access

Applications and research in 3D printing 03004

Haiyang Zhang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003004

• Abstract
• PDF (1.744 MB)
• References

Open Access

Current Developments and Challenges in Civil Aviation Automation and Solutions to Address Them in the Future 03005

Fanyu Wang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003005

• Abstract
• PDF (2.585 MB)
• References

Open Access

Multi-sensor fusion, motor control and localization for biomimetic robotic dogs 03006

Jinlun Guo

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003006

• Abstract
• PDF (1.831 MB)
• References

Open Access

Development of an Online Defect Detection System for Additive Manufacturing Based on Multi-Sensor Fusion 03007

Jingyuan Wang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003007

• Abstract
• PDF (1.876 MB)
• References

Open Access

Application and Future Outlook of UR5 Robotic Arm Sorting Based on ROS 03008

Jiahao Dong

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003008

• Abstract
• PDF (1.723 MB)
• References

Open Access

Application of Route Planning and Obstacle Avoidance System 03009

Weiheng Wang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003009

• Abstract
• PDF (2.000 MB)
• References

Open Access

Optimization and Design of Hardware System for Campus Intelligent Vehicles 03010

Linxuan Luo

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003010

• Abstract
• PDF (1.809 MB)
• References

Open Access

The application and impact of delivery robots 03011

Haolin Tan

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003011

• Abstract
• PDF (1.744 MB)
• References

Open Access

Application and Standing of 3D Printing 03012

Runzhe Hu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003012

• Abstract
• PDF (1.751 MB)
• References

Open Access

The evolution of robot-driven system from traditional driven system to intelligent flexible system 03013

Zimo He

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003013

• Abstract
• PDF (1.758 MB)
• References

Open Access

Robotic autonomous systems for unconstructed land reclamation and preparation 03014

Yuxiang Fu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003014

• Abstract
• PDF (2.063 MB)
• References

Open Access

The discussion of disadvantages of recent robot learning methods and possible solutions 03015

Yao Xiao

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258003015

• Abstract
• PDF (1.733 MB)
• References

Open Access

Towards Trustworthy Explanations in Clinical AI: A Framework of Causal Screening and Clinical Constraints 04001

Yi Jiang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004001

• Abstract
• PDF (1.932 MB)
• References

Open Access

Privacy Leakage and Quantitative Analysis in Social Network Big Data 04002

Chengtian Zhu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004002

• Abstract
• PDF (1.943 MB)
• References

Open Access

How Artificial Intelligence Enriches the Traditional Data Science Toolbox in Finance 04003

Cheng Cui

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004003

• Abstract
• PDF (1.870 MB)
• References

Open Access

Discussion on the Ethical Relationship between Humans and Artificial Intelligence: A Multi-stakeholder Governance Perspective 04004

Yunru Yuan

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004004

• Abstract
• PDF (1.800 MB)
• References

Open Access

Differential Privacy in Dynamic Encryption: Balancing Security and Utility in Cloud-Based Systems 04005

Yunkuan Liu

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004005

• Abstract
• PDF (2.026 MB)
• References

Open Access

Multidimensional Investor Sentiment and Stock Market Volatility in China: Measurement, Mechanisms and Applications 04006

Mingxuan Kang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004006

• Abstract
• PDF (1.867 MB)
• References

Open Access

Combined Document Research: On Influencing Factors of REITS Returns 04007

Mengxuan He

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004007

• Abstract
• PDF (2.526 MB)
• References

Open Access

Network Protocol Vulnerability Assessment: A Comparative Analysis of SMB Vulnerabilities in Windows Network Environments 04008

Dongsheng Yang

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004008

• Abstract
• PDF (2.169 MB)
• References

Open Access

The Impact of the Development of Artificial Intelligence Technology on the Risk Control Mode of the Financial Industry 04009

Yunfei Zhou

Published online: 16 December 2025

DOI: https://doi.org/10.1051/itmconf/20258004009

• Abstract
• PDF (2.373 MB)
• References