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18th PRICAI 2022: Shanghai, China - Part III
- Sankalp Khanna
, Jian Cao
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. Lecture Notes in Computer Science 13631, Springer 2022, ISBN 978-3-031-20867-6
Recommender System
- Binbin Hu, Bin Shen, Ruize Wu, Zhiqiang Zhang, Yuetian Cao, Yong He, Liang Zhang, Linjian Mo, Jun Zhou:
Mixture of Graph Enhanced Expert Networks for Multi-task Recommendation. 3-16 - Liu Yang, Ruo Yang, Tingxuan Chen, Hongxiao Fei, Jiuqi Tang:
MF-TagRec: Multi-feature Fused Tag Recommendation for GitHub. 17-31 - Qingfeng Li
Co-contrastive Learning for Multi-behavior Recommendation. 32-45 - Wei Yang, Tengfei Huo, Yiqun Chen, Zhiqiang Liu:
Pattern Matching and Information-Aware Between Reviews and Ratings for Recommendation. 46-59 - Xiaohui Zhang
Cross-View Contrastive Learning for Knowledge-Aware Session-Based Recommendation. 60-73
Reinforcement Learning
- Zixuan Chen, Zhirui Zhu, Guang Yang, Yang Gao:
HiSA: Facilitating Efficient Multi-Agent Coordination and Cooperation by Hierarchical Policy with Shared Attention. 77-90 - Chao Li
DDMA: Discrepancy-Driven Multi-agent Reinforcement Learning. 91-105 - Xihui Li, Zhongjian Qiao, Aicheng Gong, Jiafei Lyu, ChengHui Yu, Jiangpeng Yan, Xiu Li:
PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control. 106-119 - Shengzhou Kong, Langzhou He, Guilian Zhang, Li Tao, Zili Zhang:
Identifying Multiple Influential Nodes for Complex Networks Based on Multi-agent Deep Reinforcement Learning. 120-133 - Baihan Lin
Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior. 134-147 - Wei Xue, Haihong Zhang, Xueyu Wei, Tao Tao, Xue Li:
Optimizing Exploration-Exploitation Trade-off in Continuous Action Spaces via Q-ensemble. 148-160 - Zachary Partridge
Hidden Information General Game Playing with Deep Learning and Search. 161-172 - Aimin Xu, Linghui Yuan, Yunlong Liu
Sequential Decision Making with "Sequential Information" in Deep Reinforcement Learning. 173-184 - Shiqiao Gu, Liu Yang, Siqi Deng, Zhengyi Xu:
Two-Stream Communication-Efficient Federated Pruning Network. 185-196
Strong General AI
- Yuan Li, Qiaojun Wu, Song Chen, Yi Kang:
Multi-scale Lightweight Neural Network for Real-Time Object Detection. 199-211 - Yajie Wang, Zhonghui Shi, Shengyu Han, Zhihao Wei:
Hyperspectral Image Classification Based on Transformer and Generative Adversarial Network. 212-225 - Huan Zhao, Yiqing Wang, Bo Li, Song Wang, Zixing Zhang, Xupeng Zha:
Deliberation Selector for Knowledge-Grounded Conversation Generation. 226-239 - Hanqi Zhang, Yunlong Yu, Yingming Li, Zhongfei Zhang:
Training a Lightweight ViT Network for Image Retrieval. 240-250
Vision and Perception
- Yanqing Bi
Segmented-Original Image Pairs to Facilitate Feature Extraction in Deep Learning Models. 253-266 - Lin Wang, Zhe Liu, Yi Zhang, Shaowu Yang, Dianxi Shi, Yongjun Zhang:
FusionSeg: Motion Segmentation by Jointly Exploiting Frames and Events. 267-280 - Hao Ren, Haoran Ren, Wu Ran, Hong Lu, Cheng Jin
Weakly-Supervised Temporal Action Localization with Multi-Head Cross-Modal Attention. 281-295 - Xiaoming Yu, Gan Zhou:
CrGAN: Continuous Rendering of Image Style. 296-309 - Wenhao Zhang, Yue Zhou, Shukai Duan, Xiaofang Hu:
DPCN: Dual Path Convolutional Network for Single Image Deraining. 310-324 - Zhen Yang, Lin Shang:
All up to You: Controllable Video Captioning with a Masked Scene Graph. 325-337 - Jiahong Zhang
A Multi-Head Convolutional Neural Network with Multi-Path Attention Improves Image Denoising. 338-351 - Wei Xiao, Zili Zhang:
Learning Spatial Fusion and Matching for Visual Object Tracking. 352-367 - Jinye Ran, Zili Zhang:
Lightweight Wavelet-Based Transformer for Image Super-Resolution. 368-382 - Xiaofei Qin, Lingfeng Qiu, Changxiang He, Xuedian Zhang:
Efficient High-Resolution Human Pose Estimation. 383-396 - Haiwei Mei, Chenxing Wang:
The Geometry Enhanced Deep Implicit Function Based 3D Reconstruction for Objects in a Real-Scene Image. 397-409 - Zihang Wan, Chao Xu, Jing Hu, Jian Xiao, Zhaopeng Meng, Jitai Chen:
Multi-view Stereo Network with Attention Thin Volume. 410-423 - Martin Pellon Consunji, Yutong Liu
3D Point Cloud Segmentation Leveraging Global 2D-View Features. 424-437 - Weifeng Kong, Qiudan Zhang, You Yang, Tiesong Zhao, Wenhui Wu, Xu Wang:
Self-supervised Indoor 360-Degree Depth Estimation via Structural Regularization. 438-451 - Feng Dai, Shuaibin Zhang, Hao Liu, Yike Ma, Qiang Zhao:
Global Boundary Refinement for Semantic Segmentation via Optimal Transport. 452-465 - Keisuke Otaki
Optimization-based Predictive Approach for On-Demand Transportation. 466-477 - Xiangze Jia, Ji Zhang, Zhen Wang
JointContrast: Skeleton-Based Mutual Action Recognition with Contrastive Learning. 478-489 - Xianwei Xiao, Baojiang Zhong:
Nested Multi-Axis Learning Network for Single Image Super-Resolution. 490-503 - Yangyang Liu, Yanyan Shi, Ziteng Qiao, Yi Zhang, Shaowu Yang, Dianxi Shi:
Efficient Scale Divide and Conquer Network for Object Detection. 504-515 - Genting Mai, Zijian Guo, Yicong She, Hongni Wang, Yan Liang:
Video-Based Emotion Recognition in the Wild for Online Education Systems. 516-529 - Haotian Qian, Wentao Tong, Pan Mu, Zheyuan Liu, Hanning Xu:
Real-world Underwater Image Enhancement via Degradation-aware Dynamic Network. 530-541 - Jing Li
Self-Supervised Vision Transformer Based Nearest Neighbor Classification for Multi-Source Open-Set Domain Adaptation. 542-554 - Tianhu Jin, Yanyun Tao, Jiaren Guo, Zihao Huang, Jianyin Zheng:
Lightweight Image Dehazing Neural Network Model Based on Estimating Medium Transmission Map by Intensity. 555-566 - Chenxing Xia, Yanguang Sun, Xianjin Fang, Bin Ge, Xiuju Gao, Jianhua Cui:
CMNet: Cross-Aggregation Multi-branch Network for Salient Object Detection. 567-578 - Yun Du, Dong Liang
More Than Accuracy: An Empirical Study of Consistency Between Performance and Interpretability. 579-590 - Mu Li, Baojiang Zhong, Kai-Kuang Ma:
Object-Scale Adaptive Optical Flow Estimation Network. 591-605 - Yan Qi, Han Sun, Ningzhong Liu, Huiyu Zhou:
A Task-Aware Dual Similarity Network for Fine-Grained Few-Shot Learning. 606-618 - Yunxu Jiao
Rotating Target Detection Based on Lightweight Network. 619-630 - Yang Zhang, Baojiang Zhong, Xun Sun:
Corner Detection Based on a Dynamic Measure of Cornerity. 631-644
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