INNS DLIA@IJCNN

Publications

2023

Pierre Bras
Langevin Algorithms for Very Deep Neural Networks with Application to Image Classification. INNS DLIA@IJCNN (2023)
Heyu Chen, Shigang Li, Jianfeng Li
An End-to-End Network for Upright Adjustment of Panoramic Images. INNS DLIA@IJCNN (2023)
Sanchar Palit, Biplab Banerjee, Subhasis Chaudhuri
Prototypical Quadruplet for Few-Shot Class Incremental Learning. INNS DLIA@IJCNN (2023)
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
A Neural Emulator for Uncertainty Estimation of Fire Propagation. INNS DLIA@IJCNN (2023)
Zhongrui Chen, Md Jobayer, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain
MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer. INNS DLIA@IJCNN (2023)
Yuan Xu, Qinliang Su
Boosting BERT-Based Knowledge Graph Completion with Contrastive Learning and Hard Sample Training. INNS DLIA@IJCNN (2023)
Hongyu Zhang, Suyu Wang, Yingying Zhang
A Dual-Path Multi-Scale Feature Fusion Decoder for SegFormer. INNS DLIA@IJCNN (2023)
Jiawei Yao, Enbei Liu, Maham Rashid, Juhua Hu
AugDMC: Data Augmentation Guided Deep Multiple Clustering. INNS DLIA@IJCNN (2023)
Esteban Wilfredo Vilca Zuñiga, Caetano Mazzoni Ranieri, Liang Zhao, Jó Ueyama, Yu-tao Zhu, Donghong Ji
Maximizing portfolio profitability during a cryptocurrency downtrend: A Bitcoin Blockchain transaction-based approach. INNS DLIA@IJCNN (2023)
Giovanni Carvalho, Darniton Viana, Luciano Barbosa, Tsang Ing Ren
Combining Structured and Unstructured Data using Co-Attention for Car Price Prediction. INNS DLIA@IJCNN (2023)
Geon-Jun Yang, Jun-Hee Kim, Hyun-Woo Kim, Gun-Hee Lee, Seong-Whan Lee
EGPose: Explicit and Geometric Self-Supervision for 3D Human Pose Estimation. INNS DLIA@IJCNN (2023)
Korn Sooksatra, Gissella Bejarano, Pablo Rivas
Evaluating Robustness of Reconstruction Models with Adversarial Networks. INNS DLIA@IJCNN (2023)
Zeping Min
Attention Link: An Efficient Attention-Based Low Resource Machine Translation Architecture. INNS DLIA@IJCNN (2023)
Mengyuan Pan, Po Wu, Yiwei Zou, Chong Ruan, Tao Zhang
An automatic vulnerability classification framework based on BiGRU-TextCNN. INNS DLIA@IJCNN (2023)
Christos Kaparakis, Siamak Mehrkanoon
WF-UNet: Weather Data Fusion using 3D-UNet for Precipitation Nowcasting. INNS DLIA@IJCNN (2023)
Illia Oleksiienko, Dat Thanh Tran, Alexandros Iosifidis
Variational Neural Networks. INNS DLIA@IJCNN (2023)
Prabir Mondal, Pulkit Kapoor, Siddharth Singh, Sriparna Saha, Jyoti Prakash Singh, Naoyuki Onoe
Task-Specific and Graph Convolutional Network based Multi-modal Movie Recommendation System in Indian Setting. INNS DLIA@IJCNN (2023)
Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. INNS DLIA@IJCNN (2023)
Chenrui Zhang, Chenyi Zhuang
HScore: A Target Attention-based Filter Pruning with Visualizing the Area of Feature Map. INNS DLIA@IJCNN (2023)
Mustafa Chaukair, Christof Schütte, Vikram Sunkara
On the Activation Space of ReLU equipped Deep Neural Networks. INNS DLIA@IJCNN (2023)
Pawan Agrawal, Subham Raj, Sriparna Saha, Naoyuki Onoe
A Meta-learning Based Generative Model with Graph Attention Network for Multi-Modal Recommender Systems. INNS DLIA@IJCNN (2023)
Yuanze Zheng, Hu Liang, Shengrong Zhao
LMBNet: Lightweight Multiple Branch Network for Recognition of HER2 Expression Levels. INNS DLIA@IJCNN (2023)
Shixuan Liu, Chen Peng, Chao Wang, Xiangyan Chen, Shuangyong Song
icsBERTs: Optimizing Pre-trained Language Models in Intelligent Customer Service. INNS DLIA@IJCNN (2023)
Christos Bazinas, Chris Lytridis, Vassilis G. Kaburlasos
Meta-Statistical Deep Learning for Stochastic Time-Series Prediction in Agricultural Applications. INNS DLIA@IJCNN (2023)
Yue Wang, Jianjun Yu
A Co-LNP Academic Award Prediction Mechanism based on the CEw-LSTM Model. INNS DLIA@IJCNN (2023)
Samuel Yen-Chi Chen
Asynchronous training of quantum reinforcement learning. INNS DLIA@IJCNN (2023)
Muhammed Yaseen Morshed Adib, Sovon Chakraborty, Mashiwat Tabassum Waishy, Md. Humaion Kabir Mehedi, Annajiat Alim Rasel
BiLSTM-ANN Based Employee Job Satisfaction Analysis from Glassdoor Data Using Web Scraping. INNS DLIA@IJCNN (2023)
Fuyun He, Yan Wei, Fangyu Feng, Youwei Qian
Efficient and Lightweight Neuron Morphology Classification Using Gabor Convolutional Networks. INNS DLIA@IJCNN (2023)
Matthias Stammler, Julian Höfer, David Kraus, Patrick Schmidt, Tim Hotfilter, Tanja Harbaum, Jürgen Becker
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection. INNS DLIA@IJCNN (2023)
David Knox, Bing Xue, Mengjie Zhang
Convolutional Neural Networks with Mask Shift Loss for Improving Building Outlines Detection. INNS DLIA@IJCNN (2023)
Regina Ofori-Boateng, Magaly Aceves-Martins, Chrisina Jayne, Nirmalie Wiratunga, Carlos Francisco Moreno-García
Evaluation of Attention-Based LSTM and Bi-LSTM Networks For Abstract Text Classification in Systematic Literature Review Automation. INNS DLIA@IJCNN (2023)
Kehinde Owoeye
Curriculum Compositional Continual Learning for Neural Machine Translation. INNS DLIA@IJCNN (2023)
Miles Q. Li, Benjamin C. M. Fung, Ashita Diwan
A Novel Deep Multi-head Attentive Vulnerable Line Detector. INNS DLIA@IJCNN (2023)
Thiago Fernandes de Sousa, Celso Gonçalves Camilo
HDeep: Hierarchical Deep Learning Combination for Detection of Diabetic Retinopathy. INNS DLIA@IJCNN (2023)
Andres Eduardo Coca Salazar
CLBP Texture Descriptor in Multipartite Complex Network Configuration for Music Genre Classification. INNS DLIA@IJCNN (2023)
Taslim Murad, Sarwan Ali, Murray Patterson
A New Direction in Membranolytic Anticancer Peptides classification: Combining Spaced k-mers with Chaos Game Representation. INNS DLIA@IJCNN (2023)
John Emerson, Yllias Chali
Efficient Multi-hop Question Generation. INNS DLIA@IJCNN (2023)
Sreekanth Sankala, Sri Rama Murty Kodukula
On Adversarial Vulnerability of Activation Functions in Automatic Speaker verification System. INNS DLIA@IJCNN (2023)
Lucas Z. Bissaro, Odelmo O. Nascimento Junior, João-Batista Destro-Filho, Yaochu Jin, Murillo G. Carneiro
Towards the Prognosis of Patients in Coma using Echo State Networks for EEG Analysis. INNS DLIA@IJCNN (2023)
Fathima Nuzla Ismail, Shanika Amarasoma
One-class Classification-Based Machine Learning Model for Estimating the Probability of Wildfire Risk. INNS DLIA@IJCNN (2023)
Weihuai Chen, Quzhen Baima, Qi Zhao, Binhui Wang
DGC-CRL: Dependency Graph Convolution based Contrastive Representation Learning for Chinese Medical Question Matching. INNS DLIA@IJCNN (2023)
Ivan Evdokimov, Michael Kampouridis, Tasos Papastylianou
Application Of Machine Learning Algorithms to Free Cash Flows Growth Rate Estimation. INNS DLIA@IJCNN (2023)
Keyao Li, Jungang Xu
AC-MMOE: A Multi-gate Mixture-of-experts Model Based on Attention and Convolution. INNS DLIA@IJCNN (2023)
Aline Montenegro Leal Silva, Francisco Jair de Oliveira Neres, Ana Paula da Silva Mendes, Vinícius Ponte Machado, André Macedo Santana, Ricardo de Andrade Lira Rabelo
Method for inferring the number of clusters based on a range of attribute values with subsequent automatic data labeling. INNS DLIA@IJCNN (2023)
Alexandre Heuillet, Hedi Tabia, Hichem Arioui
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks. INNS DLIA@IJCNN (2023)
Ke Du, Jiaxing Yan, Li Tang, Hongping Zhao
A TransSE-ResNet Deep Learning Model with Multi-Head Attention Mechanism for Covid-19 Chest CT Image Classification. INNS DLIA@IJCNN (2023)
Takemori Orima, Takeru Tsuji, Yoshihiko Horio
An Extended Spatiotemporal Contextual Learning and Memory Network Model for Hardware Implementation. INNS DLIA@IJCNN (2023)
Lokesh Kumar, Sanjay K. Sahay, Hrishikesh Govindrao Kusneniwar
An investigation of two-step cascaded CNN for the detection of gravitational wave signal from two different astronomical sources. INNS DLIA@IJCNN (2023)
Fatma Youssef, Victor Parque, Walid Gomaa
VCOACH: A Virtual Coaching System Based on Visual Streaming. INNS DLIA@IJCNN (2023)

volume 222, 2023

International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023 INNS DLIA@IJCNN 222 (2023)