Artificial Neural Networks and Machine Learning - ICANN 2025
34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part IV Herausgeber: Senn, Walter; Bengio, Yoshua; Jirsa, Viktor; Villa, Alessandro E. P; Tetko, Igor V.; Saudargiene, Ausra; Sanguineti, Marcello
Artificial Neural Networks and Machine Learning - ICANN 2025
34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part IV Herausgeber: Senn, Walter; Bengio, Yoshua; Jirsa, Viktor; Villa, Alessandro E. P; Tetko, Igor V.; Saudargiene, Ausra; Sanguineti, Marcello
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.…mehr
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.
. 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.
. 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.
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