| Record Type: |
Electronic resources
: Monograph/item
|
| Title/Author: |
Neural information processing/ edited by Mufti Mahmud ... [et al.]. |
| Reminder of title: |
31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2-6, 2024 : proceedings. |
| remainder title: |
ICONIP 2024 |
| other author: |
Mahmud, Mufti. |
| corporate name: |
ICONIP (Conference) |
| Published: |
Singapore :Springer Nature Singapore : : 2025., |
| Description: |
xxxiii, 428 p. :ill. (some col.), digital ;24 cm. |
| [NT 15003449]: |
Defend from Scratch: A Diffusion-based Proactive Defense Method for Unauthorized Speech Synthesis -- Transformers As Approximations of Solomonoff Induction -- Interpreting Decision Transformer: Insights from Continuous Control Tasks -- Flexible-order Feature-interaction for Mixed Continuous and Discrete Variables with Group-level Interpretability -- Critical Feature Sifting and Dynamic Aggregation for Anomalous Audio Sequence Detection -- Parallel Interpretation Network via Semantic Visual Probe and Counterfactual Verification -- Real-Time Decentralized M2M Decision-Making via Deep Learning and Incremental Learning -- Explainable Federated Stacking Models with Encrypted Gradients for Secure Kidney Medical Imaging Diagnosis -- DDFGNN: Dual-dimensionality Fusion Graph Neural Network for Social Bot Detection -- A Motif-based Graph Convolution Network for Stock Trend Prediction -- VAGNN: Advancing the Generalization of Graph Neural Networks -- TrajAngleNet: Transformer-based Trajectory Prediction through Multi-Task Learning with Angle Prediction -- Correlation Disentangling and Spatio-Temporal Cooperative Optimizing Network for Temperature Prediction Revision -- Hierarchical Adaptive Position Encoding-based Transformer for Point Cloud Analysis -- In-context Learning for Temperature Field Reconstruction under Multiple Layouts -- Loosely coupled oscillators as a correlate of behavioral control circuits within the central complex of the fruit fly -- EL-LSTM: A Multivariate Time Series Forecasting Model Combining Spiking Neurons and Long Short-Term Memory Networks -- A Two-Stage Network for Enhanced Intracranial Artery 3D Segmentation in TOF-MRA Volume -- Independence Constrained Disentangled Representation Learning from pistemological Perspective -- Utilizing Small and Large Spectral Radii for Appropriate Reservoir Computing Design -- Noisy Deep Ensemble: Accelerating Deep Ensemble Learning via Noise Injection -- LCNet: Lightning Hierarchical Convolution for Occupancy Flow Prediction -- FedTS: Leveraging Teacher-Student Architecture in Federated Learning against Model Heterogeneity in Edge Computing Scenarios -- Physics-informed antisymmetric recurrent neural networks for solving nonlinear partial differential equations -- APS: An Adaptive Policy Switching Framework to Improve the Generalization of Branching -- Efficient Pruning and Compression Techniques for Convolutional Neural Networks to Preserve Knowledge and Optimize Performance -- Enhancing Convnets with Pruning and Symmetry-Based Filter Augmentation -- Improved Approximation Algorithms for the Cumulative Vehicle Routing Problem. |
| Contained By: |
Springer Nature eBook |
| Subject: |
Neural networks (Computer science) - Congresses. - |
| Online resource: |
https://doi.org/10.1007/978-981-96-6576-1 |
| ISBN: |
9789819665761 |