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E-grāmata: Artificial Intelligence: Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part III

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13606
  • Izdošanas datums: 16-Dec-2022
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031205033
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13606
  • Izdošanas datums: 16-Dec-2022
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031205033

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This three-volume set LNCS 13604-13606 constitutes revised selected papers presented at the Second CAAI International Conference on Artificial Intelligence, held in Beijing, China, in August 2022. CICAI is a summit forum in the field of artificial intelligence and the 2022 forum was hosted by Chinese Association for Artificial Intelligence (CAAI).





The 164 papers were thoroughly reviewed and selected from 521 submissions. CICAI aims to establish a global platform for international academic exchange, promote advanced research in AI and its affiliated disciplines such as machine learning, computer vision, natural language, processing, and data mining, amongst others.
Cross-Camera Deep Colorization.- Attentive Cascaded Pyramid Network for
Online Video Stabilization.- Amodal Layout Completion in Complex Outdoor
Scenes.- Exploring Hierarchical Prototypes for Few-Shot Segmentation.- BSAM:
Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in
Semantic Segmentation.- Triple GNN: A Pedestrian-Scene-Object Joint Model for
Pedestrian Trajectory Prediction.- Cross-Domain Trajectory Prediction With
CTP-Net.- Spatial-Aware GAN for Instance-Guided Cross-Spectral Face
Hallucination.- Lightweight Image Compression Based on Deep Learning.- DGMLP:
Deformable Gating MLP Sharing for Multi-Task Learning.- Monocular 3D Face
Reconstruction with Joint 2D and 3D Constraints.- Scene Text Recognition with
Single-Point Decoding Network.- Unsupervised Domain Adaptation for Semantic
Segmentation with Global and Local Consistency.- Research on Multi-Temporal
Cloud Removal using D-S Evidence Theory and Cloud Segmentation Model.- SASD:
A Shape-Aware Saliency Object Detection Approach for RGB-D Images.- Dual
Windows Are Significant: Learning from Mediastinal Window and Focusing on
Lung Window.- CDNeRF: A Multi-Modal Feature Guided Neural Radiance Fields.-
MHPro: Multi-Hypothesis Probabilistic Modeling for Human Mesh Recovery.-
Image Sampling for Machine Vision.- SMOF: Squeezing More Out of Filters
Yields Hardware-Friendly CNN Pruning.- H-ViT: Hybrid Vision Transformer for
Multi-Modal Vehicle Re-Identification.- A Coarse-to-Fine Convolutional Neural
Network for Light Field Angular Super-Resolution.- VSA: Adaptive Visual and
Semantic Guided Attention on Few-Shot Learning.- Evolutionary Multitasking
for Coarse-to-Fine Point Cloud Registration with Chaotic Opposition Search
Strategy.- Matching and Localizing: A Simple Yet Effective Framework for
Human-Centric Spatio-Temporal Video Grounding.- Part-Wise Topology Graph
Convolutional Network for Skeleton-Based Action Recognition.- A Lightweight
Detection Method of Smartphone Assembly Parts.- Illumination-Guided
Transformer-Based Network for Multispectral Pedestrian Detection.- 3D Face
Cartoonizer: Generating Personalized 3D Cartoon Faces from 2D Real Photos
with a Hybrid Dataset.- Low Light Video Enhancement Based on Temporal-Spatial
Complementary Feature.- Compound Label Learning for Affective Image Content
Analysis.- Weakly Supervised Learning of Instance Segmentation with
Confidence Feedback.- Robust Face-Swap Detection Based on 3D Facial Shape
Information.- Prompt Learning with Cross-Modal Feature Alignment for Visual
Domain Adaptation.- Tile Defect Detection Based on the Improved S2C-YOLOv5.-
Human-Object Interaction Detection: A Survey of Deep Learning-based Methods.-
Change Detection of Flood Hazard Areas in Multi-Source Heterogeneous Earth
Observation Image Time Series Based on Spatiotemporal Enhancement Strategy.-
Reinforcement Learning Based Plug-and-Play Method for Hyperspectral Image
Reconstruction.- AGFNet: Attention Guided Fusion Network for Camouflaged
Object Detection.- Spatial-Temporal Contextual Feature Fusion Network for
Movie Description.- A Transformer-Based Network for Deformable Medical Image
Registration.- Context Alignment Network for Video Moment Retrieval.-
Underwater Object Detection Using Restructured SSD.- A Multi-Branch Cascade
Transformer Network (MBCTNet) for Hand Gesture Segmentation in Cluttered
Background.- Relative Position Relationship Learning Network for Scene Graph
Generation.- Person Re-Identification Based on CNN with Multi-Scale Contour
Embedding.- Causal Inference With Sample Balancing for Out-Of-Distribution
Detection in Visual Classification.- Low-Light Image Enhancement Under Mixed
Noise Model With Tensor Representation.- Sequential Fusion of Multi-View
Video Frames for 3D Scene Generation.- Multi-Model Lightweight Action
Recognition with Group-Shuffle Graph Convolutional Network.- Global-View
Re-Identification Tracking with Transformer.- VERTEX: VEhicle Reconstruction
and TEXture Estimation From a Single ImageUsing Deep Implicit Semantic
Template Mapping.- TAR-Net: A Triple Attention Residual Network for Power
Line Extraction from Infrared Aerial Images.- Deep Dynamic-Range Compression
of Infrared Video Camera.- Saliency Map-Based Local White-Box Adversarial
Attack Against Deep Neural Networks.- Improving Adversarial Attacks With
Ensemble-Based Approaches.- Browsing Behavioral Intent Prediction on Product
Recommendation Pages of E-Commerce Platform.- An Optical Satellite Controller
Based on Diffractive Deep Neural Network.- Incomplete Cigarette Code
Recognition via Unified SPA Features and Graph Space Constraints.- A
Large-Scale Tobacco 3D Bin Packing Model Based on Dual-Task Learning of Group
Blocks.- ETH-TT: A Novel Approach For Detecting Ethereum Malicious Accounts.-
Multi-Objective Meta-Return Reinforcement Learning for Sequential
Recommendation.- Purchase Pattern Based Anti-Fraud Framework In Online
E-Commerce Platform Using Graph Neural Network.- Physical Logic Enhanced
Network for Small-Sample Bi-Layer Metallic Tubes Bending Springback
Prediction.- Blind Surveillance Image Quality Assessment via Deep Neural
Network Combined With the Visual Saliency.- Power Grid Bus Cluster Based on
Voltage Phasor Trajectory.- Following the Lecturer: Hierarchical Knowledge
Concepts Prediction for Educational Videos.- Learning Evidential Cognitive
Diagnosis Networks Robust to Response Bias.- An Integrated Navigation Method
for UAV Autonomous Landing Based on Inertial and Vision Sensors.- An
Automatic Surface Defect Detection Method With Residual Attention Network.-
Research on Intelligent Decision-Making Irrigation Model of Water and
Fertilizer Based on Multi-Source Data Input.- Interaction-Aware Temporal
Prescription Generation via Message Passing Neural Network.- Adversarial and
Implicit Modality Imputation With Applications to Depression Early
Detection.- EdgeVR360: Edge-Assisted Multiuser-Oriented Intelligent
360-Degree Video Delivery Scheme Over Wireless Network.- Automatic Diagnose
of Drug-Resistance Tuberculosis From CT Images Based on Deep Neural
Networks.- Maintaining Structural Information by Pairwise Similarity for
Unsupervised Domain Adaptation.- Hierarchical Recurrent Contextual Attention
Network for Video Question Answering.- An Intelligent Assessment System for
Human Motor Functions of Stroke Patients.- UI Layers Group Detector: Grouping
UI Layers via Text Fusion and Box Attention.- Audio-Visual Fusion Network
Based on Conformer for Multimodal Emotion Recognition.- Audio-Visual
Multi-Person Keyword Spotting via Hybrid Fusion.- A New Adaptive TV-Based
BM3D Algorithm for Image Denoising.- Data-Driven Hybrid Neural Network under
Model-Driven Supervised Learning for Structural Dynamic Impact Localization.-
Connecting Patients With Pre-Diagnosis: A Multiple Graph Regularized Method
for Mental Disorder Diagnosis.- A Novel Device-Free Localization Approach
Based on Deep Dictionary Learning.- Survey of Hypergraph Neural Networks and
Its Application to Action Recognition.- Visual Perception Inference on
Ravens Progressive Matrices by Semi-Supervised Contrastive Learning.- PHN:
Parallel Heterogeneous Network With Soft Gating for CTR Prediction.-
Multi-Relational Cognitive Diagnosis for Intelligent Education.- Clinical
Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space
Correction.- Multi-View Subspace Clustering With Joint Tensor Representation
and Indicator Matrix Learning.- Weighted Competitive-Collaborative
Representation Based Classifier for Imbalanced Data Classification.-
Hierarchical Graph Representation Learning with Structural Attention for
Graph Classification.- Photovolt Spots Detection Based on Kernel Entropy
Component Analysis and Information Gain.- Second-Order Global Attention
Networks for Graph Classification and Regression.- Aero-Engine Remaining
Useful Life Prediction Via Tensor Decomposition Method.- FIGCI: Flow-Based
Information-Geometric Causal Inference.- Emotional Semantic Neural
RadianceFields for Audio-Driven Talking Head.- Multi-View 3D Morphable Face
Reconstruction via Canonical Volume Fusion.- DPIT: Dual-Pipeline Integrated
Transformer for Human Pose Estimation.- Integrative Analysis of Multi-view
Histopathological Image Features for the Diagnosis of Lung Cancer.- Where Are
the Children with Autism Looking in Reality?.- Study on Practical Utility of
Image Dehazing Algorithms Based on Deep Learning in Computer Vision Scene
Understanding.- Benchmarking Deep Reinforcement Learning Based Energy
Management Systems for Hybrid Electric Vehicles.- Self-Attention Based High
Order Sequence Features of Dynamic Functional Connectivity Networks With
rs-fMRI for Brain Disease Classification.- A New Method for Assigning
Hesitation Based on An IFS Distance Metric.- Adaptive Combination of
Filtered-x NLMS and Affine Projection Algorithms for Active Noise Control.-
Linguistic Interval-Valued Spherical Fuzzy Sets and Related Properties.- A
Genetic Algorithm for Causal Discovery Based on Structural Causal Model.-
Stochastic and Dual Adversarial GAN-Boosted Zero-Shot Knowledge Graph.-
LS-YOLO: Lightweight SAR Ship Targets Detection Based on Improved YOLOv5.-
Dictionary Learning-Based Reinforcement Learning With Non-Convex Sparsity
Regularizer.- Deep Twin Support Vector Networks.- Region-Based Dense
Adversarial Generation for Medical Image Segmentation.- Dynamic Clustering
Federated Learning for Non-IID Data.- Dynamic Network Embedding by Using
Sparse Deep Autoencoder.- Deep Graph Convolutional Networks Based on
Contrastive Learning: Alleviating Over-Smoothing Phenomenon.-
Clustering-Based Curriculum Construction for Sample-Balanced Federated
Learning.- A Novel Nonlinear Dictionary Learning Algorithm Based on
Nonlinear-KSVD and Nonlinear-MOD.- Tooth Defect Segmentation in 3D Mesh Scans
using Deep Learning.- Crowd-Oriented Behavior Simulation: Reinforcement
Learning Framework Embedded with Emotion Model.- Deep Skill Chaining with
Diversity for Multi-Agent Systems.- Story Generation Based on
Multi-Granularity Constraints.- Chinese Word Sense Embedding With SememeWSD
and Synonym Set.- Nested Named Entity Recognition From Medical Texts: An
Adaptive Shared Network Architecture With Attentive CRF.- CycleResume: A
Cycle Learning Framework With Hybrid Attention for Fine-Grained Talent-Job
Fit.- Detecting Alzheimer's Disease Based on Acoustic Features Extracted From
Pre-Trained Models.- Similar Case Based Prison Term Prediction.- Interactive
Fusion Network With Recurrent Attention for Multimodal Aspect-based Sentiment
Analysis.- Developing Relationships: A Heterogeneous Graph Network with
Learnable Edge Representation for Emotion Identification in Conversations.-
Adaptive Differential Evolution Algorithm With Multiple Gaussian Learning
Models.- Online Taxi Dispatching Algorithm Based On Quantum Annealing.- A
Snapshot Gradient Tracking for Distributed Optimization Over Digraphs.-
Differential Evolution Constrained Optimization for Peak Reduction.-
Evolutionary Multitasking Optimization for Multi-Objective Hyperspectral Band
Selection.- Research on Control Sensor Allocation of Industrial Robots.-
Event-Based Obstacle Sensing and Avoidance for An UAV Through Deep
Reinforcement Learning.- Suspension Control of Maglev Train Based on Extended
Kalman Filter and Linear Quadratic Optimization.- EO-SLAM: Evolutionary
Object SLAM in Perceptual Constrained Scene.- ADRC Based Multi-Task Priority
Tracking Control of Collaborative Robots.- Model Predictive Tracking Control
for USV With Model Error Learning.- A Hybrid Pattern Knowledge Graph-Based
API Recommendation Approach.- Intelligence Quotient Scores Prediction in
rs-fMRI via Graph Convolutional Regression Network.- A Novel In-Sensor
Computing Architecture Based on Single Photon Avalanche Diode and Dynamic
Memristor.- Lane Change Decision-Making of Autonomous Driving Based on
Interpretable Soft Actor-Critic Algorithm With Safety Awareness.- GLRNet: Gas
Leak Recognition via Temporal Difference inInfrared Video.- ATC-WSA: Working
State Analysis for Air Traffic Controllers.- 3D-Producer: A Hybrid and
User-Friendly 3D Reconstruction System.- Contactless Cardiogram
Reconstruction Based on the Wavelet Transform via Continuous-wave Radar.-
Intelligent Data Extraction System for RNFL Examination Reports.- NeRFingXR:
An Interactive XR Tool Based on NeRFs.- A Brain-Controlled Mahjong Game With
Artificial Intelligence Augmentation.- VAFA: A Visually-Aware Food Analysis
System for Socially-Engaged Diet Management.- XIVA: An Intelligent Voice
Assistant With Scalable Capabilities for Educational Metaverse.- Weld Defect
Detection  And Recognition System Based on Static Point Cloud Technology.- 3D
Human Pose Estimation Based on Multi-Feature Extraction.- Visual Localization
Through Virtual Views.- A Synchronized Multi-View System for Real-Time 3D
Hand Pose Estimation.- Monocular Real-Time Human Geometry Reconstruction.-
EasyPainter: Customizing Your Own Paintings.- Gesture Interaction for Gaming
Control Based on an Interferometric Radar.- An Accelerating Allen Brain
Institutes Large-scale Computational Model of Mice Primary Visual Cortex.-
Artistic Portrait Applet, Robot, and Printer.- Sim-to-Real Hierarchical
Planning and Control System for Six-legged Robot.