{"product_id":"artificial-neural-networks-and-machine-learning-icann-2025-9783032045454","title":"Artificial Neural Networks and Machine Learning  ICANN 2025","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e.- HARNet: Human Activity Recognition with Spatial-temporal Features.\u003cbr\u003e.- Wavelet-based Self-image Blending for More General Face Forgery Detection.\u003cbr\u003e.- HCNQA: Enhancing 3D Visual Question-Answering with Hierarchical Concentration Narrowing Supervision.\u003cbr\u003e.- Text-Image Encoder-based Contrastive Regression for AI-Generated Image Quality Assessment.\u003cbr\u003e.- Deblurring with Improved Video Diffusion Model.\u003cbr\u003e.- Understanding Image Classification Prediction with Any Segment Explanation.\u003cbr\u003e.- F2Unet: F-shaped U-Net Architecture for Medical Image Segmentation Combining Fourier Transforms.\u003cbr\u003e.- Efficient Real-Time On-Mobile Video Super-Resolution with Automatic Evolutionary Neural Architecture Search.\u003cbr\u003e.- Swin-DAG-VNet for Fetal Head Segmentation and Elliptical Parameter Regression for Circumference Measurement.\u003cbr\u003e.- GPIS: Geometric Informed Polygon Prompt for Incision Segmentation.\u003cbr\u003e.- Topological Enhancement Learning Module for Segmentation of Complex and Irregular Structures in 3D Medical Imaging.\u003cbr\u003e.- Multi-Representation Adapter with Neural Architecture Search forEfficient Range-Doppler Radar Object Detection.\u003cbr\u003e.- LPSF-LiDARNet: Log-Polar Spatiotemporal Fusion-Based LiDAR Point Cloud Semantic Segmentation for Autonomous Driving.\u003cbr\u003e.- PSRDET: Fast Multimodal Detecton based on Prior Scene Repair for All-weather Road Sensing.\u003cbr\u003e.- Art Style Backdoor Attacks on Semantic Segmentation Models.\u003cbr\u003e.- CLIP-Guided Frequency-Aware Representation Learning for Generalizable Remote-Sensing Image Tampering Detection.\u003cbr\u003e.- Generalized Object Detection in the Infrared Domain based on Common-Representation Learning.\u003cbr\u003e.- Balance Discriminability and Integrality for Robust Salient Object Detection.\u003cbr\u003e.- Unsupervised Domain Adaptive Hand Mesh Reconstruction of 2D Images in the Wild.\u003cbr\u003e.- Towards Context-Aware Compositional Zero-Shot Food Recognition via SalientFusion.\u003cbr\u003e.- SparWR: A Lightweight Architecture for Medical Grayscale Image Super-Resolution.\u003cbr\u003e.- PaRCE: Probabilistic and Reconstruction-based Competency Estimation for CNN-based Image Classification.\u003cbr\u003e.- Sparse Attention Diffusion Model for Pathological Micrograph Deblurring.\u003cbr\u003e.- RDIF: Infrared and Visible Image Fusion Based on Reverse Cross-Attention and Diffusion Model.\u003cbr\u003e.- RDGE-6D: Reverse Direction Geometry Injection for 6D Pose Estimation.\u003cbr\u003e.- YOLO11n BSS: Examination Room Behaviors Detection Based on Improved YOLO11n Model.\u003cbr\u003e.- Efficient Long-Term Motion Feature Learning via Frequency-Based Key Frame Guidance for Action Recognition.\u003cbr\u003e.- Region Expansion: Optimization of Patch-fetching Method for Point Cloud Denoising.\u003cbr\u003e.- SAMTNU: Adaptive Segment Anything Model for Thyroid and Nodule Ultrasound Image Segmentation.\u003cbr\u003e.- AgileIR: Memory-Efficient Group Shifted Windows Attention for Lightweight Image Restoration.\u003cbr\u003e.- Constrained Learnable Channel-wise Normalization for Single-Source Domain Generalization in Medical Image Segmentation.\u003cbr\u003e.- FaceSnap: Enhanced ID-fidelity Network for Tuning-free Portrait Customization.\u003cbr\u003e.- Improving the Transferability of Point Cloud Attack via Spectral-aware Admix and Optimization Designs.\u003cbr\u003e.- IHCP:Image Hiding against Blind Compression Based on Quality Prediction.\u003cbr\u003e.- VideoPCDNet: Video Parsing and Prediction with Phase Correlation Networks.\u003cbr\u003e.- Uncertainty Quantification in Video Distortion Classification under Dataset Shift.\u003cbr\u003e.- PIMSeg: Point Cloud Segmentation via 2D Image Mapping and Multimodal Feature Integration.\u003cbr\u003e.- Prototype-Guided Local Spatial Attention for Model Explanation.\u003cbr\u003e.- Robustness Verification for Object Detectors using Set-Based Reachability Analysis.\u003cbr\u003e.- Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation.\u003cbr\u003e.- PaFi-GS: Gaussian Splatting via Propagation-Aware Filtering for Urban Street View Rendering.\u003cbr\u003e.- Vision-Text Interaction with Orientation-Awareness for Referring Remote Sensing Image Segmentation.\u003cbr\u003e.- U-FQA: A Unified Face Quality Assessment Score for Improved Unknown Identity Detection in Facial Recognition Systems.\u003cbr\u003e.- DFU-Net: A Diffusion-based Fourier Neural Operator-aided U-Net Model for Medical Image Segmentation in Edge Devices.\u003cbr\u003e.- An Enhanced Dual-Stream Architecture for State-of-the-Art Artist and Style Classification.\u003cbr\u003e.- A Scene Text Detection Method Based on Supervised Contrastive Learning.\u003cbr\u003e.- CM-MNet: A Coordinate Space-Aware Mamba-Based Multi-Task Model for 3D Fine Lesions in Elongated Structures Segmentation and Diagnosis in MS and NMOSD.\u003cbr\u003e.- Problem-Driven and Shape-Guided: Multi-scale Deform KAN for X-shaped Anterior Visual Pathway Segmentation.\u003cbr\u003e.- A Camouflaged Object Detection Network with Global Cross-space Perception and Flexible Local Feature Refinement Network.\u003cbr\u003e.- See Beyond: Benchmarking MLLMs’ Visual Relational Reasoning Ability.\u003cbr\u003e.- HeteroCap: Hierarchical Visual-Semantic Fusion with Heterogeneous Graphs for Image Captioning.\u003cbr\u003e.- Dual-Head Feature Enhancement for Graph-Based Cross-View Multi-Object Tracking.\u003cbr\u003e.- Semantic Enhanced Interaction for Unsupervised Cross-modal Hashing Retrieval.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53195520835927,"sku":"9783032045454","price":64.99,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/artificial-neural-networks-and-machine-learning-icann-2025-9783032045454","provider":"Book Curl","version":"1.0","type":"link"}