Artificial Intelligence [E-Book] : Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part I / edited by Lu Fang, Daniel Povey, Guangtao Zhai, Tao Mei, Ruiping Wang.
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 Chines...
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Personal Name(s): | Fang, Lu, editor |
Mei, Tao, editor / Povey, Daniel, editor / Wang, Ruiping, editor / Zhai, Guangtao, editor | |
Edition: |
1st edition 2022. |
Imprint: |
Cham :
Springer,
2022
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Physical Description: |
XXXII, 677 pages 227 illustrations, 208 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783031204975 |
DOI: |
10.1007/978-3-031-20497-5 |
Series Title: |
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Lecture Notes in Artificial Intelligence ;
13604 /* Depending on the record driver, $field may either be an array with "name" and "number" keys or a flat string containing only the series name. We should account for both cases to maximize compatibility. */?> Lecture Notes in Computer Science |
Subject (LOC): |
- 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.-De.
- 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 (MBCT-Net) 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 Image Using 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 Raven's 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 Radiance Fields 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