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28th ICONIP 2021: Sanur, Bali, Indonesia - Part II
- Teddy Mantoro
, Minho Lee
Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13109, Springer 2021, ISBN 978-3-030-92269-6
Theory and Algorithms
- Fukang Zhang, Hongwei Yin
LSMVC: Low-rank Semi-supervised Multi-view Clustering for Special Equipment Safety Warning. 3-14 - Changxiang He
Single-Skeleton and Dual-Skeleton Hypergraph Convolution Neural Networks for Skeleton-Based Action Recognition. 15-27 - Ziqiang Li
A Multi-Reservoir Echo State Network with Multiple-Size Input Time Slices for Nonlinear Time-Series Prediction. 28-39 - Daisong Yan, Wenxin Yu, Zhiqiang Zhang, Jun Gong:
Transformer with Prior Language Knowledge for Image Captioning. 40-51 - Zhiyuan Li, Ming Meng, Yifan He, Yihao Liao:
Continual Learning with Laplace Operator Based Node-Importance Dynamic Architecture Neural Network. 52-63 - Kejia Wan, Xinhai Xu, Yuan Li
Improving Generalization of Reinforcement Learning for Multi-agent Combating Games. 64-74 - Feng Wang
Gradient Boosting Forest: a Two-Stage Ensemble Method Enabling Federated Learning of GBDTs. 75-86 - Yuguang Zhou, Zheng He, Tao Wan, Zengchang Qin:
Random Neural Graph Generation with Structure Evolution. 87-98 - Jing Yu, Yongli Cheng, Fang Wang, Xianghao Xu, Dan He, Wenxiong Wu:
MatchMaker: Aspect-Based Sentiment Classification via Mutual Information. 99-110 - Junhua Ma, Jiajun Li, Xueming Li, Xu Li:
PathSAGE: Spatial Graph Attention Neural Networks with Random Path Sampling. 111-120 - Xiangyu Li
Label Preserved Heterogeneous Network Embedding. 121-132 - Ya Chen, Wanrong Jiang, Hao Fu, Guiquan Liu:
Spatio-Temporal Dynamic Multi-graph Attention Network for Ride-Hailing Demand Prediction. 133-144 - Aymen Ben Said
An Implicit Learning Approach for Solving the Nurse Scheduling Problem. 145-157 - Soma Kanazawa, Shoya Matsumori, Michita Imai:
Improving Goal-Oriented Visual Dialogue by Asking Fewer Questions. 158-169 - Yuki Ikeda, Tomohiro Fusauchi, Toshikazu Samura:
Balance Between Performance and Robustness of Recurrent Neural Networks Brought by Brain-Inspired Constraints on Initial Structure. 170-180 - Hua-Bao Ling, Dong Huang
Single-Image Smoker Detection by Human-Object Interaction with Post-refinement. 181-192 - Tanmay Singha
A Lightweight Multi-scale Feature Fusion Network for Real-Time Semantic Segmentation. 193-205 - Chao Sun, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen:
Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering. 206-215 - Félix Gaschi, Parisa Rastin, Yannick Toussaint:
Handling the Deviation from Isometry Between Domains and Languages in Word Embeddings: Applications to Biomedical Text Translation. 216-227 - Ángel Poc-López
Inference in Neural Networks Using Conditional Mean-Field Methods. 228-237 - Maciej Wójcik
Associative Graphs for Fine-Grained Text Sentiment Analysis. 238-249 - Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. 250-261 - Ruihong Wu, Kohei Nakajima, Yongping Pan:
Performance Improvement of FORCE Learning for Chaotic Echo State Networks. 262-272 - Yifang Xu, Dan Yu, Ye Luo, Enbei Zhu, Jianwei Lu:
Generative Adversarial Domain Generalization via Cross-Task Feature Attention Learning for Prostate Segmentation. 273-284 - Ranju Mandal
Context-Based Deep Learning Architecture with Optimal Integration Layer for Image Parsing. 285-296 - R. Lekshmi, Rakesh Kumar Sanodiya, R. J. Linda, Babita Roslind Jose, Jimson Mathew:
Kernelized Transfer Feature Learning on Manifolds. 297-308 - Jialiang Tang, Xiaoyan Yang, Xin Cheng, Ning Jiang, Wenxin Yu, Peng Zhang:
Data-Free Knowledge Distillation with Positive-Unlabeled Learning. 309-320 - Xueliang Quan, Dongrui Wu, Mengliang Zhu, Kun Xia, Lingfei Deng:
Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. 321-334 - Tu Do, Ngoc Hoang Luong
Training-Free Multi-objective Evolutionary Neural Architecture Search via Neural Tangent Kernel and Number of Linear Regions. 335-347 - Saijun Gong, Lin Chen, Zhicheng Dong:
Neural Network Pruning via Genetic Wavelet Channel Search. 348-358 - Gaoshuo Liu, Shenggen Ju, Yu Chen:
Binary Label-Aware Transfer Learning for Cross-Domain Slot Filling. 359-368 - Chenchen Zhao, Hao Li:
Condition-Invariant Physical Adversarial Attacks via Pixel-Wise Adversarial Learning. 369-380 - Hao Dai:
Multiple Partitions Alignment with Adaptive Similarity Learning. 381-392 - Sudhanshu, Narinder Singh Punn
Recommending Best Course of Treatment Based on Similarities of Prognostic Markers. 393-404 - Xin Cao, Xiu Li:
Generative Adversarial Negative Imitation Learning from Noisy Demonstrations. 405-416 - Chun-Hong Li, Dong Huang
Detecting Helmets on Motorcyclists by Deep Neural Networks with a Dual-Detection Scheme. 417-427 - Yiran Deng, Yingjie Zhou, Zhiyong Zhang:
Short-Long Correlation Based Graph Neural Networks for Residential Load Forecasting. 428-438 - Shuyu Miao, Shuaicheng Li, Lin Zheng, Wei Yu, Jingjing Liu, Mingming Gong, Rui Feng:
Disentangled Feature Network for Fine-Grained Recognition. 439-450 - Jacek Komorowski
Large-Scale Topological Radar Localization Using Learned Descriptors. 451-462 - Jo Plested, Xuyang Shen, Tom Gedeon:
Rethinking Binary Hyperparameters for Deep Transfer Learning. 463-475
Human Centred Computing
- Yang Zhang, Risa Higashita, Guodong Long, Rong Li, Daisuke Santo, Jiang Liu
Hierarchical Features Integration and Attention Iteration Network for Juvenile Refractive Power Prediction. 479-490 - Siyuan Yan, Abhijit Adhikary:
Stress Recognition in Thermal Videos Using Bi-directional Long-Term Recurrent Convolutional Neural Networks. 491-501 - Hao Wang, Abhijit Adhikary:
StressNet: A Deep Neural Network Based on Dynamic Dropout Layers for Stress Recognition. 502-512 - Nguyen Anh Tu
Analyzing Vietnamese Legal Questions Using Deep Neural Networks with Biaffine Classifiers. 513-525 - Ashish Pondit, Muhammad Eshaque Ali Rukon, Anik Das
BenAV: a Bengali Audio-Visual Corpus for Visual Speech Recognition. 526-535 - Chandran Savithri Anoop
Investigation of Different G2P Schemes for Speech Recognition in Sanskrit. 536-547 - Yu Wang, Wei Zhou, Junhao Wen
GRU with Level-Aware Attention for Rumor Early Detection in Social Networks. 548-559 - Ruoran Huang, Chuanqi Han, Li Cui:
Convolutional Feature-Interacted Factorization Machines for Sparse Contextual Prediction. 560-572 - Hao Liu, Shenglan Liu, Lin Feng, Lianyu Hu, Xiang Li, Heyu Fu:
A Lightweight Multidimensional Self-attention Network for Fine-Grained Action Recognition. 573-584 - Xiaohui Li, Sijie Niu, Xizhan Gao, Tingting Liu, Jiwen Dong:
Unsupervised Domain Adaptation with Self-selected Active Learning for Cross-domain OCT Image Segmentation. 585-596 - Guihong Lao, Lianyu Hu, Shenglan Liu, Zhuben Dong, Wujun Wen:
Adaptive Graph Convolutional Network with Prior Knowledge for Action Recognition. 597-607 - Yansen Zhang, Chenhao Hu, Genan Dai, Weiyang Kong, Yubao Liu:
Self-adaptive Graph Neural Networks for Personalized Sequential Recommendation. 608-619 - Xiang Li, Shenglan Liu, Yunheng Li, Hao Liu, Jinjing Zhao, Lin Feng, Guihong Lao, Guangzhe Li:
Spatial-Temporal Attention Network with Multi-similarity Loss for Fine-Grained Skeleton-Based Action Recognition. 620-631 - Yusheng Peng
SRGAT: Social Relational Graph Attention Network for Human Trajectory Prediction. 632-644 - Yaozhong Liu, Yan Yang, Md. Zakir Hossain:
FSE: a Powerful Feature Augmentation Technique for Classification Task. 645-653
AI and Cybersecurity
- Anqi Wang, Qingcai Chen, Dongfang Li:
FHTC: Few-Shot Hierarchical Text Classification in Financial Domain. 657-668 - Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue:
JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism. 669-680
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