2 papers
cs.LG2025
Deep-and-Wide Learning: Enhancing Data-Driven Inference via Synergistic Learning of Inter- and Intra-Data Representations
Md Tauhidul Islam, Lei Xing
Advancements in deep learning are revolutionizing science and engineering. The immense success of deep learning is largely due to its ability to extract essential high-dimensional…
cs.CV2024
Discovering distinctive elements of biomedical datasets for high-performance exploration
Md Tauhidul Islam, Lei Xing
The human brain represents an object by small elements and distinguishes two objects based on the difference in elements. Discovering the distinctive elements of high-dimensional d…