Artificial Neural Networks and Machine Learning - ICANN 2023 [E-Book] : 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part II / edited by Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, Chrisina Jayne.
The 10-volume set LNCS 14254-14263 constitutes the proceedings of the 32nd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2023, which took place in Heraklion, Crete, Greece, during September 26-29, 2023. The 426 full papers, 9 short papers and 9 abstract papers in...
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Full text |
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| Personal Name(s): | Angelov, Plamen, editor |
| Iliadis, Lazaros, editor / Jayne, Chrisina, editor / Papaleonidas, Antonios, editor | |
| Edition: |
1st edition 2023. |
| Imprint: |
Cham :
Springer,
2023
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| Physical Description: |
XXXV, 595 pages 224 illustrations, 213 illustrations in color (online resource) |
| Note: |
englisch |
| ISBN: |
9783031442100 |
| DOI: |
10.1007/978-3-031-44210-0 |
| Series Title: |
Lecture Notes in Computer Science ;
14255 |
| Subject (LOC): |
- A Data Augmentation based ViT for Fine-Grained Visual Classification
- A Detail Geometry Learning Network for High-Fidelity Face Reconstruction
- A Lightweight Multi-Scale Large Kernel Attention Hierarchical Network for Single Image Deraining
- A Multi-Scale Method for Cell Segmentation in Fluorescence Microscopy Images
- Adaptive interaction-based multi-view 3D object reconstruction
- An auxiliary modality based Text-Image matching methodology for fake news detection
- An Improved Lightweight YOLOv5 for Remote Sensing Images
- An Improved YOLOv5 with Structural Reparameterization for Surface Defect Detection
- ASP Loss: Adaptive Sample-Level Prioritizing Loss for Mass Segmentation on Whole Mammography Images
- Cascaded Network-based Single-View Bird 3D Reconstruction
- CLASPPNet: A Cross-Layer Multi-Class Lane Semantic Segmentation Model Fused with Lane Detection Module
- Classification-based and Lightweight Networks For Fast Image Super Resolution
- CLN: Complementary Learning Network For 3D Face Reconstruction And Alignment
- Combining Edge-guided Attention and Sparse-connected U-Net for Detection of Image Splicing
- Contour-augmented Concept Prediction Network for image captioning
- Contrastive Knowledge Amalgamation for Unsupervised Image Classification
- Cross Classroom Domain Adaptive Object Detector for Student's Heads
- Diffusion-Adapter: Text Guided Image Manipulation with Frozen Diffusion Models
- DWA: Differential Wavelet Amplifier for Image Super-Resolution
- Dynamic Facial Expression Recognition in Unconstrained Real-World Scenarios Leveraging Dempster-Shafer Evidence Theory
- End-to-end Remote Sensing Change Detection of Unregistered Bi-temporal Images for Natural Disasters
- E-Patcher: A Patch-based Efficient Network for Fast Whole Slide Images Segmentation
- Exploiting Multi-modal Fusion for Robust Face Representation Learning with Missing Modality
- Extraction Method of Rotated Objects from High-resolution Remote Sensing Images
- Few-shot NeRF-based View Synthesis for Viewpoint-biased Camera Pose Estimation
- Ga-RFR: Recurrent Feature Reasoning with gated convolution for Chinese Inscriptions Image Inpainting
- Generalisation Approach for Banknote Authentication by Mobile Devices Trained on Incomplete Samples
- Image Caption with Prior Knowledge Graph and Heterogeneous Attention
- Image Captioning for Nantong Blue Calico Through Stacked Local-Global Channel Attention Network
- Improving Image Captioning with Feature Filtering and Injection
- In silico study of single synapse dynamics using a three-state kinetic model
- Interpretable Image Recognition by Screening Class-specific and Class-shared Prototypes
- Joint Edge-guided and Spectral Transformation Network for Self-Supervised X-ray Image Restoration
- Lightweight Human Pose Estimation Based On Densely Guided Self-Knowledge Distillation
- MCAPR: Multi-Modality Cross Attention for Camera Absolute Pose Regression
- MC-MLP: A Multiple Coordinate Frames MLP-Like Architecture for Vision
- Medical Image Segmentation and Saliency Detection through a Novel Color Contextual Extractor
- MedNet: A Dual-Copy Mechanism for Medical Report Generation from Images
- Ms-AMPool: Down-Sampling Method for Dense Prediction Tasks
- Multi-frame Tilt-angle Face Recognition Using Fusion Re-ranking
- Multi-scale field distillation for multi-task semantic segmentation
- Neural Field Conditioning Strategies for 2D Semantic Segmentation
- Neurodynamical Model of the Visual Recognition of Dynamic Bodily Actions from Silhouettes
- PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis
- Pie-UNet: A novel Parallel Interaction Encoder for Medical Image Segmentation
- Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images
- PSR-Net A Dual-Branch Pyramid Semantic Reasoning Network for Segmentation of Remote Sensing Images.