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28th ICONIP 2021: Sanur, Bali, Indonesia - Part VI
- Teddy Mantoro
, Minho Lee
Neural Information Processing - 28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part VI. Communications in Computer and Information Science 1517, Springer 2021, ISBN 978-3-030-92309-9
Cognitive Neurosciences
- Qi Liu, Jun Sang, Fusen Wang, Li Yang, Xiaofeng Xia, Nong Sang:
Scale-Aware Multi-stage Fusion Network for Crowd Counting. 3-11 - Jiao-Wei Miao, Huan Shao, Yi Ji, Ying Li, Chunping Liu:
Video Captioning with External Knowledge Assistance and Multi-feature Fusion. 12-19 - Hui Chen, Zhichao Zhang, Jinsheng Deng, Xiaoqing Yin:
A Novel Transfer-Learning Network for Image Inpainting. 20-27 - Zhaoqun Li, Xu Liang
BPFNet: A Unified Framework for Bimodal Palmprint Alignment and Fusion. 28-36 - Itsuki Machida, Atsushi Kodama, Kouji Kimura, Motofumi Shishikura, Hiroshi Tamura, Kô Sakai:
Cortical Coding of Surface Textures and Contour Shapes in the Intermediate-Level Visual Area V4. 37-45 - Sou Nobukawa
Dynamical Characteristics of State Transition Defined by Neural Activity of Phase in Alzheimer's Disease. 46-54 - Koutaro Minato
Robot Arm Control Using Reward-Modulated Hebbian Learning. 55-63 - Tomoki Kurikawa
Intermediate Sensitivity of Neural Activities Induces the Optimal Learning Speed in a Multiple-Timescale Neural Activity Model. 64-72 - Bisi Bode Kolawole
A Region Descriptive Pre-training Approach with Self-attention Towards Visual Question Answering. 73-80 - Laura J. Hagedorn, Nikki Leeuwis, Maryam Alimardani
Prediction of Inefficient BCI Users Based on Cognitive Skills and Personality Traits. 81-89 - Margarita Zaleshina
Analysis of Topological Variability in Mouse Neuronal Populations Based on Fluorescence Microscopy Images. 90-97
Human Centred Computing
- Cheng Chen, Xiaodong Gu
UED: A Unified Encoder Decoder Network for Visual Dialog. 101-109 - Dawei Liu, Longbiao Wang
Exploring Effective Speech Representation via ASR for High-Quality End-to-End Multispeaker TTS. 110-118 - Shuqi An, Shuyu Chen, Xiaohan Yuan, Yuwen Lu, Sha Mei:
A SSA-Based Attention-BiLSTM Model for COVID-19 Prediction. 119-126 - Xuecheng Zhang, Xuanying Zhu:
Explaining Neural Network Results by Sensitivity Analysis for Deception Detection. 127-135 - Eric Pan, Jessica Sharmin Rahman:
Stress Recognition with EEG Signals Using Explainable Neural Networks and a Genetic Algorithm for Feature Selection. 136-143 - Nuray Serkali
BCI Speller on Smartphone Device with Diminutive-Sized Visual Stimuli. 144-151 - Zishan Qin, Xuanying Zhu, Tom Gedeon:
Examining Transfer Learning with Neural Network and Bidirectional Neural Network on Thermal Imaging for Deception Recognition. 152-159 - Dongjin Huang, Kaili Han, Yongjie Xi, Wenqi Che:
Multi-scale Fusion Attention Network for Polyp Segmentation. 160-167 - Yao Luo, Tao Luo, Qianchen Xia, Huijiong Yan, Liang Xie, Ye Yan, Erwei Yin:
A Fusion Framework to Enhance sEMG-Based Gesture Recognition Using TD and FD Features. 168-175 - Jiyi Li, Lucas Ryo Endo, Hisashi Kashima:
Label Aggregation for Crowdsourced Triplet Similarity Comparisons. 176-185 - Mingjian Yang, Yixin Li, Zhuo Su
Relation-Aware Attribute Network for Fine-Grained Clothing Recognition. 186-193 - Yiran Li, Yang Liu, Zhenyue Qin, Xuanying Zhu, Sabrina B. Caldwell, Tom Gedeon:
Skeletons on the Stairs: Are They Deceptive? 194-202 - Jian-Ming Zhang, Xu Yan
A Cross-subject and Cross-modal Model for Multimodal Emotion Recognition. 203-211 - Yuhao Zhang, Yue Yao, Md. Zakir Hossain, Shafin Rahman
EEG Feature Significance Analysis. 212-220 - Chenguang Li, Hongjun Yang, Shiying Sun, Long Cheng:
Quantitative Taxonomy of Hand Kinematics Based on Long Short-Term Memory Neural Network. 221-229 - Yuhan Fang, Yuqiao Liu, Yanan Sun:
Evolving Deep Neural Networks for Collaborative Filtering. 230-238 - Marwa Dhiaf, Sana Khamekhem Jemni
DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images. 239-246
Advances in Deep and Shallow Machine Learning Algorithms for Biomedical Data and Imaging
- Zhiyue Wu, Yijie Wang, Haibo Mi, Hongzuo Xu
OADA: An Online Data Augmentation Method for Raw Histopathology Images. 249-256 - Szymon Plotka
FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements. 257-265 - Shannan Guan, Haiyan Lu, Linchao Zhu
PoseGate-Former: Transformer Encoder with Trainable Gate for 3D Human Pose Estimation Using Weakly Supervised Learning. 266-274 - Yizhou Chen
Pancreatic Neoplasm Image Translation Based on Feature Correlation Analysis of Cross-Phase Image. 275-282 - Yan Hu, Erik Meijering, Yong Xia, Yang Song
Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation. 283-290 - Le-Dian Liu, Rui Li, Yu-Zhong Liu, Hua-Liang Li, Bao-Liang Lu
EEG-Based Human Decision Confidence Measurement Using Graph Neural Networks. 291-298 - Wei-Xing Li, Chao-Ying Zhang, Li-Dan Kuang, Yue Han, Huan-Jie Li, Qiu-Hua Lin, Vince D. Calhoun
Marginal Spectrum Modulated Hilbert-Huang Transform: Application to Time Courses Extracted by Independent Vector Analysis of Resting-State fMRI Data. 299-306 - Huan Cai, Min Xia, Li Nie, Yihan Wu, Yangsong Zhang:
Deep Learning Models with Time Delay Embedding for EEG-Based Attentive State Classification. 307-314 - Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed:
Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. 315-322
Reliable, Robust, and Secure Machine Learning Algorithms
- Wojciech Masarczyk
On Robustness of Generative Representations Against Catastrophic Forgetting. 325-333 - Pradnya Desai, Phung Lai, NhatHai Phan, My T. Thai:
Continual Learning with Differential Privacy. 334-343 - Hongcun Guo, Zhaoxiang Zang, Zhen Zhang, Pei Tian:
Combat Unit Selection Based on Hybrid Neural Network in Real-Time Strategy Games. 344-352 - Jiaqing Zhang, Minghao Yang, Yuanhao Qu, Jinlong Chen, Baohua Qiang, Hong Shi:
A Scan-to-Locality Map Strategy for 2D LiDAR and RGB-D Data Fusion. 353-360 - John Mitros
On the Importance of Regularisation and Auxiliary Information in OOD Detection. 361-368 - Lin Lan
Developing GCN: Graph Convolutional Network with Evolving Parameters for Dynamic Graphs. 369-376 - Mingyang Li, Xiangxiang Xu, Shao-Lun Huang, Lin Zhang:
Dual Feature Distributional Regularization for Defending Against Adversarial Attacks. 377-386
Theory and Applications of Natural Computing Paradigms
- Goh Howe Seng, Tomás Maul, Manav Nitin Kapadnis
Compositional Committees of Tiny Networks. 389-396 - Boyang Lu, Sheng Ge, Haixian Wang:
EEG-Based Classification of Lower Limb Motor Imagery with STFT and CNN. 397-404 - Libo Zhao, Junpei Zhong:
Recurrent Neural Network with Adaptive Gating Timescales Mechanisms for Language and Action Learning. 405-413
Applications
- Zheng Cui, Yongli Hu, Yanfeng Sun, Junbin Gao, Baocai Yin:
Bottom-Up Progressive Semantic Alignment for Image-Text Retrieval. 417-424 - Li Liu, Wenyan Cheng, Taorong Qiu, Chengying Tao, Qiu Chen, Yue Lu, Ching Y. Suen:
Multi-loss Siamese Convolutional Neural Network for Chinese Calligraphy Style Classification. 425-432 - Matteo Cardaioli, Stefano Cecconello, Merylin Monaro, Giuseppe Sartori, Mauro Conti
Malingering Scraper: A Novel Framework to Reconstruct Honest Profiles from Malingerer Psychopathological Tests. 433-440 - Zhaowei Chen, Yun Xue, Luwei Xiao
Aspect-Based Sentiment Analysis Using Graph Convolutional Networks and Co-attention Mechanism. 441-448 - Shengyi Jiang, Xiuwen Huang, Xiaonan Cai, Nankai Lin:
Pre-trained Models and Evaluation Data for the Myanmar Language. 449-458 - Jiayin Lin, Geng Sun, Jun Shen
MOOC Student Dropout Rate Prediction via Separating and Conquering Micro and Macro Information. 459-467 - Zaijing Li
SEOVER: Sentence-Level Emotion Orientation Vector Based Conversation Emotion Recognition Model. 468-475 - Junting Li, Dehao Wu, Yuesheng Zhu, Zhiqiang Bai:
A Multi-interaction Model with Cross-Branch Feature Fusion for Video-Text Retrieval. 476-484 - Chengliang Wang, Shitong Xiao, Chao Liao, Xing Wu, Shiying Li:
Detection of Retinal Vascular Bifurcation and Crossover Points in Optical Coherence Tomography Angiography Images Based on CenterNet. 485-493 - Shi Wang, Daniel Tang, Luchen Zhang:
A Large-Scale Hierarchical Structure Knowledge Enhanced Pre-training Framework for Automatic ICD Coding. 494-502 - Guangtao Xu, Peiyu Liu, Zhenfang Zhu, Ru Wang, Fuyong Xu, Dun Jin:
Triple Tag Network for Aspect-Level Sentiment Classification. 503-510 - Chen Chang:
CMAT: Column-Mask-Augmented Training for Text-to-SQL Parsers. 511-518 - Shreyansh Singh, Kanishka Kayathwal, Hardik Wadhwa, Gaurav Dhama
MeTGAN: Memory Efficient Tabular GAN for High Cardinality Categorical Datasets. 519-527 - Le Chang
Vehicle Taillight Detection Based on Semantic Information Fusion. 528-536 - Yikun Xu, Pengwen Dai, Xiaochun Cao:
Less Is Better: Fooling Scene Text Recognition with Minimal Perturbations. 537-544 - Patnala Prudhvi Raj, Snehanshu Saha, Gowri Srinivasa
Solving the N-Queens and Golomb Ruler Problems Using DQN and an Approximation of the Convergence. 545-553 - Beibei Li, Beihong Jin, Xinzhou Dong, Wei Zhuo:
List Recommendation via Co-attentive User Preference Fine-Tuning. 554-562 - Jinyu Qin, Chenhui Huang, Jinhua Xu:
End-to-End Multiple Object Tracking with Siamese Networks. 563-570 - Jinyang Xie, Jinfang Zheng, Lingyu Gu, Chen Lyu, Lei Lyu:
HIANet: Hierarchical Interweaved Aggregation Network for Crowd Counting. 571-578 - Ye Zou, Huiping Sun, Zhong Chen:
Associated Lattice-BERT for Spoken Language Understanding. 579-586 - Hyun Jae Jo
An Improved Time-Series Forecasting Model Using Time Series Decomposition and GRU Architecture. 587-596 - Duy-Hung Nguyen, Bao-Sinh Nguyen, Nguyen-Viet-Dung Nghiem, Dung Tien Le, Mim Amina Khatun, Minh-Tien Nguyen
Robust Deep Reinforcement Learning for Extractive Legal Summarization. 597-604 - Fangyuan Ke, Pengcheng Li, Wenlian Lu:
Video Summarization by DiffPointer-GAN. 605-614 - Shreyan Sanyal
A No-Reference Perception Based Metric for Detection of Packet Loss Induced Artifacts in Videos. 615-623 - Daomiao Song, Yan Yang
A Context-Aware Model with Flow Mechanism for Conversational Question Answering. 624-631 - Xiaohang Yang, Lingtong Kong, Ziyun Liang, Jie Yang:
Homography Estimation Network Based on Dense Correspondence. 632-639 - Liang Nie, Wenxin Yu, Siyuan Li
Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN). 640-647 - Swati Agarwal, Keertan M, Parantak Singh, Jahanvi Shah, Nishanth Sanjeev:
Investigating Depression Semantics on Reddit. 648-656 - Ta Duc Huy
ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development. 657-664 - Stanislaw Kazmierczak
Prediction of the Facial Growth Direction is Challenging. 665-673 - Shiyu Chen, Wenxin Yu, Liang Nie, Xuewen Zhang, Siyuan Li
SCAN: Spatial and Channel Attention Normalization for Image Inpainting. 674-682 - Nabila Brahimi
Designing Multiplier-Less JPEG Luminance Quantisation Matrix. 683-691 - Manisha Padala, Sankarshan Damle
Federated Learning Meets Fairness and Differential Privacy. 692-699 - Vasiliki Kouni
Spark Deficient Gabor Frame Provides A Novel Analysis Operator For Compressed Sensing. 700-708 - Shiyue Wang, Youcheng Pan, Zhenran Xu, Baotian Hu, Xiaolong Wang:
Enriching BERT With Knowledge Graph Embedding For Industry Classification. 709-717 - Changyu Li, Dongyang Zhang, Chunlin Jiang, Ning Xie, Jie Shao:
Learning Multi-dimensional Parallax Prior for Stereo Image Super-Resolution. 718-727 - Xiang Huang, Yixin He, Bin Yan, Wei Zeng:
Fusing the Degree of Nodes in the Session Graph for Session-Based Recommendation. 728-735 - Shaoxiang Dang, Tetsuya Matsumoto, Hiroaki Kudo, Yoshinori Takeuchi:
A Restriction Training Recipe for Speech Separation on Sparsely Mixed Speech. 736-743 - Lov Kumar, Triyasha Ghosh Dastidar, Anjali Goyal, Lalita Bhanu Murthy Neti, Sanjay Misra, Vipul Kocher, Srinivas Padmanabhuni:
Predicting Software Defect Severity Level Using Deep-Learning Approach with Various Hidden Layers. 744-751 - Charbel El Achkar, Raphaël Couturier, Talar Atéchian, Abdallah Makhoul:
Combining Reduction and Dense Blocks for Music Genre Classification. 752-760 - Rajeev Verma, Kartik Shinde, Hardik Arora, Tirthankar Ghosal:
Attend to Your Review: A Deep Neural Network to Extract Aspects from Peer Reviews. 761-768
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