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AI 2025: Advances in Artificial Intelligence

By Miaomiao Liu

AI 2025: Advances in Artificial Intelligence

By Miaomiao Liu

0 - Default Title
Description
.- 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.
Product details
Binding:
Paperback
Number of Pages:
540
Release Date:
2025-11-27
Publication Date:
2025-11-27
Publisher:
Springer
Languages:
Original: English
ISBN10:
981954971X
ISBN13:
9789819549719
GPSR Manufacturer Reference:
[email protected]
Weight:
809 g
Height:
155 cm
Width:
235 cm
Thickness:
29 cm
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