Del 16071 i serien Lecture Notes in Computer Science

Artificial Neural Networks and Machine Learning – ICANN 2025

34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9–12, 2025, Proceedings, Part IV

Häftad, Engelska, 2025

AvWalter Senn,Marcello Sanguineti,Ausra Saudargiene,Igor V. Tetko,Alessandro E. P. Villa,Viktor Jirsa,Yoshua Bengio

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The four-volume set LNCS 16068-16071 constitutes the proceedings of the 34th International Conference on Artificial Neural Networks and Machine Learning, ICANN 2025, held in Kaunas, Lithuania, September 9–12, 2025.The 170 full papers and 8 abstracts included in these conference proceedings were carefully reviewed and selected from 375 submissions. The conference strongly values the synergy between theoretical progress and impactful real-world applications, and actively encourages contributions that demonstrate how artificial neural networks are being used to address pressing societal and technological challenges.

Produktinformation

Utgivningsdatum2025-09-12
Mått155 x 235 x 27 mm
Vikt750 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor459
FörlagSpringer Nature Switzerland AG
ISBN9783032045546

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Systemvetenskap och AI inom Data och IT

.- Epilepsy Prediction based on Intra- and Inter-Channel Feature Mixing..- Fine-grained Recognition of Arteriovenous Fistula Stenosis Using Blood Flow Sounds: An Animal Model-Based Dataset and a Frequency-Aware Decoupling Network..- SMART-RetroNet: A Framework for Chemical Retrosynthesis Prediction..- Few-shot Learning for Syndrome Differentiation with Two Prompts..- Neural QSLIM for Mesh Autoencoders..- Evolving Spatially Embedded Recurrent Spiking Neural Networks for Control Tasks..- Amortizing Personnalization in Virtual Brain Twins..- MPCCP:A Multi-chain Perception Crime Charge Prediction Method..- Beran Estimator Kernel Learning using Nearest-Neighbours and its Application to Reliability Analysis..- Conformalized Causal Learning for Uncertainty-Aware MineralProspectivity Mapping..- PhysMamba: Synergistic State Space Duality Model for Remote Physiological Measurement..- Proactive Depot Discovery: A Generative DRL Framework for Adaptive Location-Routing..- Learning Joint General and Specific Representation with Masked Auto-encoder for Radiology Report Generation..- Process Adaptive Learning for Visual-Language Navigation..- Audio-Driven Talking Head Generation with Emotion Based on FLAME Geometry Model..- Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals..- NGAT: A Node-level Graph Attention Network for Long-term Stock Prediction..- CSM: Corn Instance Segmentation Model Fusing Dilated Residual Networks and Low-Rank Adaptation..- Sensor-Enhanced PINNs for Contaminant Dispersion Modeling..- Uniform Representation of Parametric CAD Models for Generative Application..- Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems..- KANLoc: WiFi Localization with A Lightweight KAN..- DualGF: Example-based Path Planning via Dual Gradient Fields..- Improving physics-informed neural network extrapolation via transfer learning and adaptive activation functions..- A Spiking Central Pattern Generator Capable of Adaptive Gait Control in Quadruped Locomotion..- ViSMoE: Visual-Aware Sparse Mixture-of-Experts for Embodied Referring Expression Grounding..- FDFRL: Credit Card Fraud Detection Based on Federated Reinforcement Learning..- MENGLAN:Multiscale Enhanced Nonparametric Gas Analyzer with Lightweight Architecture and Networks..- Targeted trust-based merging of customers’ opinions..- DA-NeRF: High-Fidelity Talking Face Generation From Speech With Neural Radiance Fields..- Beyond Reconstruction: A Physics Based Neural Deferred Shader for Photo-realistic Rendering..- Accurate SDF Reconstruction with Geometric-Differential Regularization and Categorized Sampling Strategy..- Optimized Supervised Control of Stochastic Timed Discrete Event Systems using Supervisory Control Theory and Reinforcement learning..- A Classification Algorithm for Bronchiolitis Obliterans in Pediatric CT Images with Extreme Class Imbalance..- DISEncoder:A Dual-Branch Query Encoder Using Graph Models for Distributed Databases..- A Subject-Independent Stress Detection Model Based on Temporal Feature Disentanglement.