Data Science         Multimodal Learning  ​   Patent Generation    ​   Deep Learning        Graph Neural Network​ 

Preprint

     H. H. Shomee, Z Wang, SN Ravi, S Medya, "A Comprehensive Survey on AI-based Methods for Patents"        link     

2024

[5] H. H. Shomee, Z Wang, SN Ravi, S Medya, "​​IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents," ​NeurIPS 2024    link  dataset  

2022

[4] A. Sams and H. H. Shomee, "GAN-Based Realistic Gastrointestinal Polyp Image Synthesis," 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), Kolkata, India, 2022    link  dataset  

[3] A. Sams, H. H. Shomee, and S. M. M. Rahman, "HQ-finGAN: High-Quality Synthetic Fingerprint Generation Using GANs," in Circuits, Systems, and Signal Processing, vol. 41, pp. 6354–6369, 2022.  link  dataset

2021

[2] S. U. Sadat, H. H. Shomee, A. Awwal, S. N. Amin, M. T. Reza and M. Z. Parvez, "Alzheimer’s Disease Detection and Classification using Transfer Learning Technique and Ensemble on Convolutional Neural Networks," 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Melbourne, Australia, 2021  link

[1] ​H. H. Shomee and A. Sams, "License Plate Detection and Recognition System for All Types of Bangladeshi Vehicles Using Multi-step Deep Learning Model," 2021 Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, Australia, 2021  link  dataset