5 papers
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning
Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy +3
Subword tokenization is a commonly used input pre-processing step in most recent NLP models. However, it limits the models' ability to leverage end-to-end task learning. Its freque…
HAMLET: A Hierarchical Multimodal Attention-based Human Activity Recognition Algorithm
Md Mofijul Islam, Tariq Iqbal
To fluently collaborate with people, robots need the ability to recognize human activities accurately. Although modern robots are equipped with various sensors, robust human activi…
Two Phase Authentication and VPN Based Secured Communication for IoT Home Networks
Md Masuduzzaman, Ashik Mahmud, Anik Islam +1
With the advancement of technology, devices, which are considered non-traditional in terms of internet capabilities, are now being embedded in microprocessors to communicate and th…
NEWSTRADCOIN: A Blockchain Based Privacy Preserving Secure NEWS Trading Network
Anik Islam, Md. Fazlul Kader, Md Mofijul Islam] +1
In order to stay up to date with world issues and cutting-edge technol-ogies, the newspaper plays a crucial role. However, collecting news is not a very easy task. Currently, news…
A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model
Md Mofijul Islam, Amar Debnath, Tahsin Al Sayeed +6
Deep Learning algorithms are often used as black box type learning and they are too complex to understand. The widespread usability of Deep Learning algorithms to solve various mac…