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32nd ICANN 2023: Heraklion, Crete - Part X
- Lazaros Iliadis
, Antonios Papaleonidas
Artificial Neural Networks and Machine Learning - ICANN 2023: 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26-29, 2023, Proceedings, Part X. Lecture Notes in Computer Science 14263, Springer 2023, ISBN 978-3-031-44203-2 - Deven M. Mistry
A Comparative Study of Sentence Embedding Models for Assessing Semantic Variation. 1-12 - Shuai Wang, Xuewei Wang, Fucheng You, Han Xiao:
A Deep Learning Based Method for Generating Holographic Acoustic Fields from Phased Transducer Arrays. 13-24 - Hao Chen, Zhan Li, Bir Bhanu, Dongping Lu, Xuming Han:
A Depth-Guided Attention Strategy for Crowd Counting. 25-37 - Zhiyao Xie
A Noise Convolution Network for Tampering Detection. 38-48 - Peilin Yang, Yongliang Han, Yingyuan Xiao, Wenguang Zheng:
Attention-Based Feature Interaction Deep Factorization Machine for CTR Prediction. 49-60 - Eliska Kloberdanz
Block-Level Stiffness Analysis of Residual Networks. 61-73 - Rongjin Huang, Shifeng Qu, Hai Yang, Zhanquan Wang:
CKNA: Kernel Hyperparameters Optimization Method for Group-Wise CNNs. 74-85 - Yunsheng Guo, Jinyang Huang, Xiang Zhang, Xiao Sun, Yu Gu:
Conditional Convolution Residual Network for Efficient Super-Resolution. 86-97 - Tengfei Chu, Hao Shen, Jing Lv, Ming Yang:
Cross Attention with Deep Local Features for Few-Shot Image Classification. 98-110 - Zhichen Liu, Jianping Luo:
Deep Video Compression Based on 3D Convolution Artifacts Removal and Attention Compression Module. 111-123 - Tianbo Liu:
Deep-Learning Based Three Channel Defocused Projection Profilometry. 124-135 - Zhiwei Lu, Li Kang, Jianjun Huang:
Depthwise Convolution with Channel Mixer: Rethinking MLP in MetaFormer for Faster and More Accurate Vehicle Detection. 136-147 - Yi Xiang, Yujie Ding, Wenting Tu:
DLUIO: Detecting Useful Investor Opinions by Deep Learning. 148-160 - Xiangyu Zhang
Dynamic Obstacle Avoidance for Unmanned Aerial Vehicle Using Dynamic Vision Sensor. 161-173 - Xuan Qi
Empirical Study on the Effect of Residual Networks on the Expressiveness of Linear Regions. 174-185 - Jirí Síma, Petra Vidnerová, Vojtech Mrazek
Energy Complexity Model for Convolutional Neural Networks. 186-198 - Bokai Ji, Guangxia Li, Gang Xiao:
Enhancing the Interpretability of Deep Multi-agent Reinforcement Learning via Neural Logic Reasoning. 199-210 - Haoran Wang, Jiyao Wang
Evidential Robust Deep Learning for Noisy Text2text Question Classification. 211-222 - Qipeng Liu, Luojun Lin
FBPFormer: Dynamic Convolutional Transformer for Global-Local-Contexual Facial Beauty Prediction. 223-235 - Xuanzhe Xiao, Zeng Li
Heavy-Tailed Regularization of Weight Matrices in Deep Neural Networks. 236-247 - Francisco Javier Klaiber Aboitiz, Robert Legenstein
Interaction of Generalization and Out-of-Distribution Detection Capabilities in Deep Neural Networks. 248-259 - Chengyuan Zhu, Yanyun Pu, Zhuoling Lyu, Jiren Qian, Kaixiang Yang:
Long-Distance Pipeline Intrusion Warning Based on Environment Embedding from Distributed Optical Fiber Sensing. 260-271 - Jianyu Chen, Zhongyuan Wang, Kangli Zeng, Jinsheng Xiao, Zhen Han:
LSA3D: Lightweight Separate Asynchronous 3D Convolutional Neural Network for Gait Recognition. 272-282 - Shuyu Chen, Yangzuyi Yu, Jiahui Pan:
MADNet: EEG-Based Depression Detection Using a Deep Convolution Neural Network Framework with Multi-dimensional Attention. 283-294 - Peter Mayhew
Maintenance Automation Using Deep Learning Methods: A Case Study from the Aerospace Industry. 295-307 - Yangzuyi Yu, Shuyu Chen, Jiahui Pan:
MCASleepNet: Multimodal Channel Attention-Based Deep Neural Network for Automatic Sleep Staging. 308-319 - Ye Liu, Yan Pan, Jian Yin:
Multi-label Image Deep Hashing with Hybrid Loss of Global Center and Local Alignment. 320-332 - Yuan Meng, Xuhao Pan
Multi-relation Representation Learning Based Deep Network for Patent Classification. 333-345 - Jens Seemann
One Hip Wonder: 1D-CNNs Reduce Sensor Requirements for Everyday Gait Analysis. 346-357 - Yongfang Ye, Shoudong Shi, Tianxiang Zhao, Kedi Qiu, Ting Lan:
Patches Channel Attention for Human Sitting Posture Recognition. 358-370 - Kaiqi Zhao, Xiaochen Yuan, Zhiyao Xie
RA-Net: A Deep Learning Approach Based on Residual Structure and Attention Mechanism for Image Copy-Move Forgery Detection. 371-381 - Mengze Pan, Kai Tian, Qingmin Liao:
Rethinking CNN Architectures in Transformer Detectors. 382-393 - Akhilesh Adithya
Robustness of Biologically-Inspired Filter-Based ConvNet to Signal Perturbation. 394-406 - Xiwen Hu, Guolong Wang, Shimin Shan, Yu Liu, Jiangquan Li
Self-Supervised Graph Convolution for Video Moment Retrieval. 407-419 - Piaoyang Li, Shiyong Lan, Shipeng Sun, Wenwu Wang, Yongyang Gao, Yongyu Yang, Guangyu Yu:
Siamese Network Based on MLP and Multi-head Cross Attention for Visual Object Tracking. 420-431 - Junmei Yang, Haosen Lin, Yiming Peng:
Taper Residual Dense Network for Audio Super-Resolution. 432-443 - Nikolaos Polatidis
VPNDroid: Malicious Android VPN Detection Using a CNN-RF Method. 444-453 - Julian Burghoff, Marc Heinrich Monells, Hanno Gottschalk:
Who Breaks Early, Looses: Goal Oriented Training of Deep Neural Networks Based on Port Hamiltonian Dynamics. 454-465 - Yanglin Yang, Zhonglin Ye, Haixing Zhao, Gege Li, Shujuan Cao:
BLR: A Multi-modal Sentiment Analysis Model. 466-478 - Qingyuan Li, Kai Zhang, Lin Sun, Ruichen Xia:
Detecting Negative Sentiment on Sarcastic Tweets for Sentiment Analysis. 479-491 - Somayeh Jafaritazehjani, Gwénolé Lecorvé, Damien Lolive, John D. Kelleher:
Local or Global: The Variation in the Encoding of Style Across Sentiment and Formality. 492-504 - Wen Yin
Prompt-Oriented Fine-Tuning Dual Bert for Aspect-Based Sentiment Analysis. 505-517 - Junhao Chen
Towards Energy-Efficient Sentiment Classification with Spiking Neural Networks. 518-529 - Weiqiang Jin
Using Masked Language Modeling to Enhance BERT-Based Aspect-Based Sentiment Analysis for Affective Token Prediction. 530-542
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