2 citations · 2 across the 3 of their papers we have counts for
3 papers
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!
Arash Marioriyad, Mohammadali Banayeeanzade, Reza Abbasi +2
Text-to-image diffusion models, such as Stable Diffusion and DALL-E, are capable of generating high-quality, diverse, and realistic images from textual prompts. However, they somet…
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning
Amin Banayeeanzade, Mahdi Soltanolkotabi, Mohammad Rostami
Multi-task learning (MTL) is a machine learning paradigm that aims to improve the generalization performance of a model on multiple related tasks by training it simultaneously on t…
A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning
Seyyed AmirHossein Ameli Kalkhoran, Mohammadamin Banayeeanzade, Mahdi Samiei +1
The existing continual learning methods are mainly focused on fully-supervised scenarios and are still not able to take advantage of unlabeled data available in the environment. So…