Artificial Neural Networks and Machine Learning – ICANN 2023

Table of Contents

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   Book Overview
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   Chapter 1 A Data Augmentation Based ViT for Fine-Grained Visual Classification
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   Chapter 2 A Detail Geometry Learning Network for High-Fidelity Face Reconstruction
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   Chapter 3 A Lightweight Multi-Scale Large Kernel Attention Hierarchical Network for Single Image Deraining
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   Chapter 4 A Multi-scale Method for Cell Segmentation in Fluorescence Microscopy Images
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   Chapter 5 Adaptive Interaction-Based Multi-view 3D Object Reconstruction
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   Chapter 6 An Auxiliary Modality Based Text-Image Matching Methodology for Fake News Detection
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   Chapter 7 An Improved Lightweight YOLOv5 for Remote Sensing Images
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   Chapter 8 An Improved YOLOv5 with Structural Reparameterization for Surface Defect Detection
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    Chapter 9 ASP Loss: Adaptive Sample-Level Prioritizing Loss for Mass Segmentation on Whole Mammography Images
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    Chapter 10 Cascaded Network-Based Single-View Bird 3D Reconstruction
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    Chapter 11 CLASPPNet: A Cross-Layer Multi-class Lane Semantic Segmentation Model Fused with Lane Detection Module
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    Chapter 12 Classification-Based and Lightweight Networks for Fast Image Super Resolution
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    Chapter 13 CLN: Complementary Learning Network for 3D Face Reconstruction and Alignment
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    Chapter 14 Combining Edge-Guided Attention and Sparse-Connected U-Net for Detection of Image Splicing
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    Chapter 15 Contour-Augmented Concept Prediction Network for Image Captioning
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    Chapter 16 Contrastive Knowledge Amalgamation for Unsupervised Image Classification
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    Chapter 17 Cross Classroom Domain Adaptive Object Detector for Student’s Heads
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    Chapter 18 Diffusion-Adapter: Text Guided Image Manipulation with Frozen Diffusion Models
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    Chapter 19 DWA: Differential Wavelet Amplifier for Image Super-Resolution
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    Chapter 20 Dynamic Facial Expression Recognition in Unconstrained Real-World Scenarios Leveraging Dempster-Shafer Evidence Theory
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    Chapter 21 End-to-End Remote Sensing Change Detection of Unregistered Bi-temporal Images for Natural Disasters
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    Chapter 22 E-Patcher: A Patch-Based Efficient Network for Fast Whole Slide Images Segmentation
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    Chapter 23 Exploiting Multi-modal Fusion for Robust Face Representation Learning with Missing Modality
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    Chapter 24 Extraction Method of Rotated Objects from High-Resolution Remote Sensing Images
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    Chapter 25 Few-Shot NeRF-Based View Synthesis for Viewpoint-Biased Camera Pose Estimation
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    Chapter 26 Ga-RFR: Recurrent Feature Reasoning with Gated Convolution for Chinese Inscriptions Image Inpainting
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    Chapter 27 Generalisation Approach for Banknote Authentication by Mobile Devices Trained on Incomplete Samples
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    Chapter 28 Image Caption with Prior Knowledge Graph and Heterogeneous Attention
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    Chapter 29 Image Captioning for Nantong Blue Calico Through Stacked Local-Global Channel Attention Network
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    Chapter 30 Improving Image Captioning with Feature Filtering and Injection
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    Chapter 31 In Silico Study of Single Synapse Dynamics Using a Three-State Kinetic Model
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    Chapter 32 Interpretable Image Recognition by Screening Class-Specific and Class-Shared Prototypes
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    Chapter 33 Joint Edge-Guided and Spectral Transformation Network for Self-supervised X-Ray Image Restoration
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    Chapter 34 Lightweight Human Pose Estimation Based on Densely Guided Self-Knowledge Distillation
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    Chapter 35 MCAPR: Multi-modality Cross Attention for Camera Absolute Pose Regression
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    Chapter 36 MC-MLP: A Multiple Coordinate Frames MLP-Like Architecture for Vision
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    Chapter 37 Medical Image Segmentation and Saliency Detection Through a Novel Color Contextual Extractor
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    Chapter 38 MedNet : A Dual-Copy Mechanism for Medical Report Generation from Images
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    Chapter 39 Ms-AMPool: Down-Sampling Method for Dense Prediction Tasks
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    Chapter 40 Multi-frame Tilt-angle Face Recognition Using Fusion Re-ranking
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    Chapter 41 Multi-scale Field Distillation for Multi-task Semantic Segmentation
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    Chapter 42 Neural Field Conditioning Strategies for 2D Semantic Segmentation
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    Chapter 43 Neurodynamical Model of the Visual Recognition of Dynamic Bodily Actions from Silhouettes
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    Chapter 44 PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis
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    Chapter 45 Pie-UNet: A Novel Parallel Interaction Encoder for Medical Image Segmentation
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    Chapter 46 Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images
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    Chapter 47 PSR-Net: A Dual-Branch Pyramid Semantic Reasoning Network for Segmentation of Remote Sensing Images