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| Link zu diesem Datensatz | https://d-nb.info/1382782233 |
| Titel | AI 2025: Advances in Artificial Intelligence : 38th Australasian Joint Conference on Artificial Intelligence, AI 2025, Canberra, ACT, Australia, December 1–5, 2025, Proceedings, Part II / edited by Miaomiao Liu, Xin Yu, Chang Xu, Yiliao Song |
| Person(en) |
Liu, Miaomiao (Herausgeber) Yu, Xin (Herausgeber) Xu, Chang (Herausgeber) Song, Yiliao (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XV, 521 p. 144 illus., 118 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-95-4971-9 Printed edition:: ISBN: 978-981-95-4973-3 |
| Inhalt | -- Learning Algorithms. -- Price Equilibrium Routing: A Lightweight Framework for Expert Selection in Mixture-of-Experts. -- Minimum Message Length t-test. -- Towards Scalable Backpropagation-Free Gradient Estimation. -- Coordinate-free k-means clustering. -- The Ensemble Kalman Update is an Empirical Matheron Update. -- Using Individual Problem Instances for Exploratory Black Box Optimisation Benchmarking: A Case Study Using XOR Neural Networks. -- On Knowledge-Informed Deep Learning for Modelling Complex Spatiotemporal Systems. -- Trajectory segmentation and self-supervised classification for subtask discovery. -- Computer Vision. -- NoPo3DFusion: Scaling Two Images to Long Videos via 3D-Aware Iterative Diffusion. -- Gaussian Alignment for Relative Camera Pose Estimation via Single-View Reconstruction. -- Street Depth-Aware Gaussian for Modeling Dynamic Urban Scenes. -- Paired Hierarchical VAEs for Image-to-Image Translation and Cross Reconstruction. -- When Language Model Guides Vision: Grounding DINO for Cattle Muzzle Detection. -- AFFT: Adapter-based Few-shot Fine-Tuning Framework for Remote Sensing Object Detection. -- Depth-aware Audio Visual Segmentation with Geometry-Heuristic Cross Attention. -- EyeDentify: A Deep Learning Approach to Non-Invasive Biometric Identification from Eye Blink Patterns. -- Augmentation and Transformation for Nighttime Cloud Segmentation in All-Sky Camera Images. -- Room Envelopes: A Synthetic Dataset for Indoor Layout Reconstruction from Images. -- PLNet-12: A Vision-Language Benchmark for Zero-Shot Physical Literacy Analysis Across 12 Fundamental Movements. -- TrashTracer: Enabling efficient real-time detection of underwater marine debris. -- AI for Healthcare. -- A-PriDiff: Anatomical Prior-Guided Conditional Diffusion for Ultrasound Spine Image Synthesis. -- MammoMix: Leveraging Mixture of Experts for Robust Mammogram Breast Detection. -- TripletResNet: A Deep Metric Learning Approach for mTBI Diagnosis from 3D CT. -- Efficient Craniofacial Microsomia Detection via Edge-focused 3D Point Cloud Network -- Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks. -- An Explainable Graph Learning Framework for Severe Maternal Morbidity Prediction. -- Personalized Federated Graph Learning for Heterogeneous Incomplete EHRs. -- Structure Matters: Brain Graph Augmentation via Learnable Edge Masking for Data-efficient Psychiatric Diagnosis. -- Reinforcement Learning and Robotics. -- Evolving MCTS Macro-Actions in Real-Time Domains. -- A Hybrid Multi-Agent Reinforcement Learning Framework for Decentralised Search-And-Interact Tasks Under Partial Observability. -- Synergistic MARL: Unifying Physics-Informed, Meta Learning, and Hybrid Learning to Outperform Communication-Based Coordination. -- Guardrail Guided Policy Optimisation: Learning Disentangled Safety Constraints. -- The Consensus Paradox: When Low Disagreement Leads to Catastrophic Failure in Multi-Teacher Reinforcement Learning. -- Towards Search Node-Specific HTN Heuristics. -- Planner-Independent Extraction of Goals and Constraints from Natural Language for Open-World Mobile Robot Missions. -- PERCY: Personal Emotional Robotic Conversational System. -- Understanding Human Situation Awareness in One-to-Many Human-Robot Interaction Scenarios. -- Learning Preferences in Additive Separable Hedonic Project Games. -- Policy Gradient–Based Reinforcement Weighted Aggregation for Efficient Federated Learning on Heterogeneous Data |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511270306055.733886386457 DOI: 10.1007/978-981-95-4972-6 |
| URL | https://doi.org/10.1007/978-981-95-4972-6 |
| ISBN/Einband/Preis | 978-981-95-4972-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 16371 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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