PRICAI 2022: Trends in Artificial Intelligence : 19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10–13, 2022, Proceedings, Part III / edited by Sankalp Khanna, Jian Cao, Quan Bai, Guandong Xu.

Format:

Book

Author/Creator:

Khanna, Sankalp, author.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13631

Language:

English

Subjects (All):

Artificial intelligence.

Computers.

Computer engineering.

Computer networks.

Application software.

Image processing--Digital techniques.

Image processing.

Computer vision.

Artificial Intelligence.

Computing Milieux.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Local Subjects:

Artificial Intelligence.

Computing Milieux.

Computer Engineering and Networks.

Computer and Information Systems Applications.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Physical Description:

1 online resource (667 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2022.

Summary:

This three-volume set, LNAI 13629, LNAI 13630, and LNAI 13631 constitutes the thoroughly refereed proceedings of the 19th Pacific Rim Conference on Artificial Intelligence, PRICAI 2022, held in Shangai, China, in November 10–13, 2022. The 91 full papers and 39 short papers presented in these volumes were carefully reviewed and selected from 432 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc.

Contents:

Recommender System

Mixture of Graph Enhanced Expert Networks for Multi-task Recommendation

MF-TagRec: Multi-feature fused tag recommendation for GitHub

Co-contrastive Learning for Multi-behavior Recommendation

Pattern Matching and Information-aware between Reviews and Ratings for Recommendation

Cross-view Contrastive Learning for Knowledge-aware Session-based Recommendation

Reinforcement Learning

HiSA: Facilitating Efficient Multi-Agent Coordination and Cooperation by Hierarchical Policy with Shared Attention

DDMA: Discrepancy-Driven Multi-Agent Reinforcement Learning

PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control

Identifying Multiple Influential Nodes for Complex Networks based on Multi-Agent Deep Reinforcement Learning

Online Learning in Iterated Prisoner’s Dilemma to Mimic Human Behavior

Optimizing Exploration-Exploitation Trade-off in Continuous Action Spaces via Q-ensemble

Hidden Information General Game Playing With Deep Learning and Search

Sequential Decision Making with “Sequential Information” in Deep Reinforcement Learning

Two-Stream Communication-Efficient Federated Pruning Network

Strong General AI

Multi-scale Lightweight Neural Network for Real-time Object Detection

Hyperspectral Image Classification Based On Transformer and Generative Adversarial Network

Deliberation Selector for Knowledge-grounded Conversation Generation

Training a Lightweight ViT Network for Image Retrieval

Vision and Perception

Segmented–original Image Pairs to Facilitate Feature Extraction in Deep Learning Models

FusionSeg: Motion Segmentation by Jointly Exploiting Frames and Events

Weakly-supervised Temporal Action Localization with Multi-head Cross-modal Attention

CrGAN: Continuous Rendering of Image Style

DPCN: Dual Path Convolutional Network for Single Image Deraining

All Up to You: Controllable Video Captioning With a Masked Scene Graph

A Multi-Head Convolutional Neural Network With Multi-path Attention improves Image Denoising

Learning Spatial Fusion and Matching for Visual Object Tracking

Lightweight Wavelet-based Transformer for Image Super-resolution

Efficient high-resolution human pose estimation

The Geometry Enhanced Deep Implicit Function based 3D Reconstruction for objects in a real-scene image

Multi-View Stereo Network with Attention Thin Volume

3D Point Cloud Segmentation Leveraging Global 2D-view Features

Self-Supervised Indoor 360-Degree Depth Estimation via Structural Regularization

Global Boundary Refinement for Semantic Segmentation via Optimal Transport

Optimization-based Predictive Approach for On-Demand Transportation

JointContrast: Skeleton-based Mutual Action Recognition with Contrastive Learning

Nested Multi-Axis Learning Network for Single Image Super Resolution

Efficient Scale Divide and Conquer Network for Object Detection

Video-Based Emotion Recognition in the Wild for Online Education Systems

Real-world Underwater Image Enhancement via Degradation-aware Dynamic Network

Self-Supervised Vision Transformer based Nearest Neighbor Classification for Multi-Source Open-Set Domain Adaptation

Lightweight image dehazing neural network model based on estimating medium transmission map by intensity

CMNet: Cross-aggregation Multi-branch Network for Salient Object Detection

More than Accuracy: an Empirical Study of Consistency between Performance and Interpretability

Object-scale Adaptive Optical Flow Estimation Network

A Task-aware Dual Similarity Network for Fine-grained Few-shot Learning

Rotating Target Detection Based On Lightweight Network

Corner Detection Based on a Dynamic Measure of Cornerity.

Other Format:

Print version: Khanna, Sankalp PRICAI 2022: Trends in Artificial Intelligence

ISBN:

9783031208683

3031208684