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26th ICONIP 2019: Sydney, NSW, Australia - Part II
- Tom Gedeon
, Kok Wai Wong
Neural Information Processing - 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11954, Springer 2019, ISBN 978-3-030-36710-7
Image Processing by Neural Techniques
- Zihan Wang, Neng Gao, Xin Wang, Ji Xiang, Guanqun Liu:
STNet: A Style Transformation Network for Deep Image Steganography. 3-14 - Ran Li, Nayun Xu, Xutong Lu, Yucheng Xing
Multi-person 3D Pose Estimation from Monocular Image Sequences. 15-24 - Yingjie Xu, Wenan Zhou, Ying Xing:
Super-Resolution Network for General Static Degradation Model. 25-36 - Yongqiang Zhao, Yuan Rao, Shipeng Dong, Jiangnan Qi:
Feature Combination Based on Receptive Fields and Cross-Fusion Feature Pyramid for Object Detection. 37-49 - Yu Sang, Jinguang Sun, Si-Miao Wang, Yanfei Peng, Xinjun Zhang, Zhiyang Yang:
Multi-scale Information Distillation Network for Image Super Resolution in NSCT Domain. 50-59 - Sheng He, Genke Yang:
Image Denoising Networks with Residual Blocks and RReLUs. 60-69 - Wen Zhou, Baojiang Zhong
Shape Description and Retrieval in a Fused Scale Space. 70-82 - Songyi Gao, Weijie Shen, Zelin Liu, An Zhu, Yang Yu:
Only Image Cosine Embedding for Few-Shot Learning. 83-94 - Mingyang Zhong, Brijesh K. Verma
Deep 3D Segmentation and Classification of Point Clouds for Identifying AusRAP Attributes. 95-105 - Mingyong Zhuang
A Robustness and Low Bit-Rate Image Compression Network for Underwater Acoustic Communication. 106-116 - Lei Xiang, Hang Dong, Fei Wang
Gated Contiguous Memory U-Net for Single Image Dehazing. 117-127 - Shugang Cui, Shu Tian, Xu-Cheng Yin:
Combined Correlation Filters with Siamese Region Proposal Network for Visual Tracking. 128-138 - Zhen-Liang Ni, Gui-Bin Bian, Xiao-Hu Zhou, Zeng-Guang Hou, Xiao-Liang Xie, Chen Wang, Yan-Jie Zhou, Rui-Qi Li, Zhen Li:
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments. 139-149 - Yongkang Jiang, Shenghong Li, Yue Wu, Futai Zou:
A Novel Image-Based Malware Classification Model Using Deep Learning. 150-161 - Sayanti Bardhan
Visual Saliency Detection via Convolutional Gated Recurrent Units. 162-174 - Xuebo Wang, Yao Lu, Xiaozhen Chen, Weiqi Li, Zijian Wang:
RBPNET: An Asymptotic Residual Back-Projection Network for Super Resolution of Very Low Resolution Face Image. 175-186 - Xiaozhen Chen, Yao Lu, Xuebo Wang, Weiqi Li, Zijian Wang:
Accurate Single Image Super-Resolution Using Deep Aggregation Network. 187-198 - Wenjian Liu, Yue Zhou:
Reinforcing LiDAR-Based 3D Object Detection with RGB and 3D Information. 199-209 - Numan Khurshid
Cross-View Image Retrieval - Ground to Aerial Image Retrieval Through Deep Learning. 210-221 - Uzair Nadeem
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. 222-234
Learning from Incomplete Data
- Xiaolian Wang, Xiyuan Hu
Improving Object Detection with Consistent Negative Sample Mining. 237-247 - Katsuyuki Hagiwara:
A Model Selection Criterion for LASSO Estimate with Scaling. 248-259 - Yansheng Zhai, Jianhua Dai:
Geometric Mean Metric Learning for Label Distribution Learning. 260-272 - Hiu Tung Wong, Zhenni Wang
Explicit Center Selection and Training for Fault Tolerant RBF Networks. 273-285 - Jonathan Mojoo, Yu Zhao, Muthu Subash Kavitha
Learning with Incomplete Labels for Multi-label Image Annotation Using CNN and Restricted Boltzmann Machines. 286-298 - Uzair Nadeem
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. 299-312
Model Compression and Optimisation
- Hideki Oki, Jun'ichi Miyao, Takio Kurita
Siamese Network for Classification with Optimization of AUC. 315-327 - Yinghong Fang, Junpeng Zhang, Cewu Lu:
Attention-Based Audio-Visual Fusion for Video Summarization. 328-340 - Xiaoru Liu, Jing Wu, Chengnian Long:
RLDR-Pruning: Restricted Linear Dimensionality Reduction Approach for Model Compression. 341-352 - Mehdi Neshat
Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation. 353-366 - Taiki Watanabe, Koichiro Yamauchi
Lightweight Modal Regression for Stand Alone Embedded Systems. 367-379 - Masaki Ito, Tatsu Kuwatani
Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions. 380-391
Neural Learning Models
- Di Xu, Manjing Fang, Xia Hong, Junbin Gao:
Sparse Least Squares Low Rank Kernel Machines. 395-406 - Tianben Ding
Proposal of Online Regularization for Dynamical Structure Optimization in Complex-Valued Neural Networks. 407-418 - Lukasz Maziarka, Marek Smieja, Aleksandra Nowak
Set Aggregation Network as a Trainable Pooling Layer. 419-431 - Yongzhe Chang, Zhidong Li
Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. 432-444 - Orhan Yazar, Haytham Elghazel, Mohand-Said Hacid, Nathalie Castin:
Conditionally Decorrelated Multi-Target Regression. 445-457 - Qiuye Wu, Haowei Lin, Bo Zhao, Derong Liu
Local Near-Optimal Control for Interconnected Systems with Time-Varying Delays. 458-468
Neural Network Applications
- Chapman Siu:
Transferring Tree Ensembles to Neural Networks. 471-480 - Mutsumi Kimura, Kenta Umeda, Keisuke Ikushima, Toshimasa Hori, Ryo Tanaka, Tokiyoshi Matsuda, Tomoya Kameda, Yasuhiko Nakashima:
Neuro-inspired System with Crossbar Array of Amorphous Metal-Oxide-Semiconductor Thin-Film Devices as Self-plastic Synapse Units. 481-491 - Junjie Fu, Guanghui Wen, Yuezu Lv, Tingwen Huang:
Barrier Function Based Consensus of High-Order Nonlinear Multi-agent Systems with State Constraints. 492-503 - Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu:
Transformer-DW: A Transformer Network with Dynamic and Weighted Head. 504-515 - Saptakatha Adak
Motion-Based Occlusion-Aware Pixel Graph Network for Video Object Segmentation. 516-527 - Soumya Sourav, Devashish Khulbe, Vishal Verma:
Modeling Severe Traffic Accidents with Spatial and Temporal Features. 528-535 - Shota Anzai, Seitaro Koyama, Shunsuke Aoki, Toshimichi Saito:
Sparse Dynamic Binary Neural Networks for Storage and Switching of Binary Periodic Orbits. 536-542 - Saad Bin Yousuf, Hasan Sajid, Simon K. Poon, Matloob Khushi
IMDB-Attire: A Novel Dataset for Attire Detection and Localization. 543-553 - Katleen Blanchet, Selma Kchir
From Raw Signals to Human Skills Level in Physical Human-Robot Collaboration for Advanced-Manufacturing Applications. 554-565 - Yingying Zhu, Yishan Chen, Wenlong Han, Qiang Huang, Zhenkun Wen:
Intelligent Image Retrieval Based on Multi-swarm of Particle Swarm Optimization and Relevance Feedback. 566-578 - Shingo Murata, Wataru Masuda, Jiayi Chen, Hiroaki Arie, Tetsuya Ogata, Shigeki Sugano
Achieving Human-Robot Collaboration with Dynamic Goal Inference by Gradient Descent. 579-590 - Weiqun Wang, Zeng-Guang Hou, Weiguo Shi, Xu Liang, Shixin Ren, Jiaxing Wang, Liang Peng:
Neuromuscular Activation Based SEMG-Torque Hybrid Modeling and Optimization for Robot Assisted Neurorehabilitation. 591-602 - Jiayang Liu
Secure Outsourcing of Lattice Basis Reduction. 603-615
Social Network Computing
- Adil Imad Eddine Hosni, Kan Li, Sadique Ahmad
DARIM: Dynamic Approach for Rumor Influence Minimization in Online Social Networks. 619-630 - Zhenni Lu, Min Gao, Xinyi Wang, Junwei Zhang, Haider Ali, Qingyu Xiong:
SRRL: Select Reliable Friends for Social Recommendation with Reinforcement Learning. 631-642 - Yunkai Yang, Tieyun Qian
Aspect-Level Sentiment Classification with Dependency Rules and Dual Attention. 643-655 - Xiang Li, Yijun Su, Neng Gao, Wei Tang, Ji Xiang, Yuewu Wang:
Aligning Users Across Social Networks by Joint User and Label Consistence Representation. 656-668 - Shaolei Zhang
Opinion Knowledge Injection Network for Aspect Extraction. 669-681 - Weiye Wang, Ben Yang, Wanting Zhao, Jinkui Xie:
A Deep Matrix Factorization Method with Missing Not at Random Data for Social Recommendation. 682-694 - Fatima B. Seeme
Pluralistic Ignorance: A Trade-Off Between Group-Conformity and Cognitive Dissonance. 695-706
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