Mennatullah Siam

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings

2020

Significant progress has been made recently in developing few-shot object segmentation methods. Learning is shown to be successful in few-shot segmentation settings, using pixel-level, scribbles and bounding box supervision. This paper takes another approach, i.e., …

Dynamics Based Neural Encoding with Inter-Intra Region Connectivity

2024 · arXiv (Cornell University)

Extensive literature has drawn comparisons between recordings of biological neurons in the brain and deep neural networks. This comparative analysis aims to advance and interpret deep neural networks and enhance our understanding of biological neural …