94 citations · 96 across the 6 of their papers we have counts for
6 papers
SCI-CLIP: Segment-Centric Inference with Reference Memory for Training-Free Open-Vocabulary Segmentation
Mohamad Zamini, Diksha Shukla
Training-free open-vocabulary segmentation remains limited by a missing inference abstraction. Frozen vision-language features are produced at patch level, yet dense prediction req…
DouC: Dual-Branch CLIP for Training-Free Open-Vocabulary Segmentation
Mohamad Zamini, Diksha Shukla
Open-vocabulary semantic segmentation requires assigning pixel-level semantic labels while supporting an open and unrestricted set of categories. Training-free CLIP-based approache…
Delta-LLaVA: Base-then-Specialize Alignment for Token-Efficient Vision-Language Models
Mohamad Zamini, Diksha Shukla
Multimodal Large Language Models (MLLMs) combine visual and textual representations to enable rich reasoning capabilities. However, the high computational cost of processing dense…
A Review of Knowledge Graph Completion
Mohamad Zamini, Hassan Reza, Minou Rabiei
Information extraction methods proved to be effective at triple extraction from structured or unstructured data. The organization of such triples in the form of (head entity, relat…
A Survey on Computational Intelligence-based Transfer Learning
Mohamad Zamini, Eunjin Kim
The goal of transfer learning (TL) is providing a framework for exploiting acquired knowledge from source to target data. Transfer learning approaches compared to traditional machi…
Unsupervised Text Mining of COVID-19 Records
Mohamad Zamini
Since the beginning of coronavirus, the disease has spread worldwide and drastically changed many aspects of the human's lifestyle. Twitter as a powerful tool can help researchers…