26 citations · 57 across the 9 of their papers we have counts for
11 papers
ASMa: Asymmetric Spatio-temporal Masking for Skeleton Action Representation Learning
Aman Anand, Amir Eskandari, Elyas Rahsno +1
Self-supervised learning (SSL) has shown remarkable success in skeleton-based action recognition by leveraging data augmentations to learn meaningful representations. However, exis…
InfGraND: An Influence-Guided GNN-to-MLP Knowledge Distillation
Amir Eskandari, Aman Anand, Elyas Rashno +1
Graph Neural Networks (GNNs) are the go-to model for graph data analysis. However, GNNs rely on two key operations - aggregation and update, which can pose challenges for low-laten…
Building an Open AIBOM Standard in the Wild
Gopi Krishnan Rajbahadur, Keheliya Gallaba, Elyas Rashno +4
Modern software engineering increasingly relies on open, community-driven standards, yet how such standards are created in fast-evolving domains like AI-powered systems remains und…
Depth-Guided Self-Supervised Human Keypoint Detection via Cross-Modal Distillation
Aman Anand, Elyas Rashno, Amir Eskandari +1
Existing unsupervised keypoint detection methods apply artificial deformations to images such as masking a significant portion of images and using reconstruction of original image…
Survey: Transformer-based Models in Data Modality Conversion
Elyas Rashno, Amir Eskandari, Aman Anand +1
Transformers have made significant strides across various artificial intelligence domains, including natural language processing, computer vision, and audio processing. This succes…
Fluid segmentation in Neutrosophic domain
Elyas Rashno, Abdolreza Rashno, Sadegh Fadaei
Optical coherence tomography (OCT) as retina imaging technology is currently used by ophthalmologist as a non-invasive and non-contact method for diagnosis of agerelated degenerati…