48 citations · 50 across the 3 of their papers we have counts for
4 papers · 1 filter
Generating Modern Persian Carpet Map by Style-transfer
Dorsa Rahmatian, Monireh Moshavash, Mahdi Eftekhari +1
Today, the great performance of Deep Neural Networks(DNN) has been proven in various fields. One of its most attractive applications is to produce artistic designs. A carpet that i…
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification
Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
The limited availability of labeled chest X-ray datasets is a significant bottleneck in the development of medical imaging methods. Self-supervised learning (SSL) can mitigate this…
Deep Metric Learning with Soft Orthogonal Proxies
Farshad Saberi-Movahed, Mohammad K. Ebrahimpour, Farid Saberi-Movahed +5
Deep Metric Learning (DML) models rely on strong representations and similarity-based measures with specific loss functions. Proxy-based losses have shown great performance compare…
SELF-VS: Self-supervised Encoding Learning For Video Summarization
Hojjat Mokhtarabadi, Kave Bahraman, Mehrdad HosseinZadeh +1
Despite its wide range of applications, video summarization is still held back by the scarcity of extensive datasets, largely due to the labor-intensive and costly nature of frame-…