AI 2025: Advances in Artificial Intelligence (eBook, PDF)

38th Australasian Joint Conference on Artificial Intelligence, AI 2025, Canberra, ACT, Australia, December 1-5, 2025, Proceedings, Part II
Redaktion: Liu, Miaomiao; Song, Yiliao; Xu, Chang; Yu, Xin

• Format: PDF

Produktbeschreibung

This two-volume set LNAI 16370-16371 constitutes the refereed proceedings of the 38th Australasian Joint Conference on Artificial Intelligence, AI 2025, held in Canberra, ACT, Australia, during December 1-5, 2025.

The 73 full papers presented together with 1 short papers were carefully reviewed and selected from 152 submissions. They were organized in following topical section:

Part I : Language and Foundation Models and Knowledge Representation and Data Mining,

Part II : Learning Algorithms, Computer Vision, AI for Healthcare and Reinforcement Learning and Robotics.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 521
• Erscheinungstermin: 26. November 2025
• Englisch
• ISBN-13: 9789819549726
• Artikelnr.: 75985520

Inhaltsangabe

.
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.