Search Results for author: Mahdi Eftekhari

Found 5 papers, 1 papers with code

SELF-VS: Self-supervised Encoding Learning For Video Summarization

no code implementations28 Mar 2023 Hojjat Mokhtarabadi, Kave Bahraman, Mehrdad Hosseinzadeh, Mahdi Eftekhari

Empirical evaluations on correlation-based metrics, such as Kendall's $\tau$ and Spearman's $\rho$ demonstrate the superiority of our approach compared to existing state-of-the-art methods in assigning relative scores to the input frames.

DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic Clustering

1 code implementation IJMLC 2020 Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi

One of the applications of center-based clustering algorithms such as K-Means is partitioning data points into K clusters.

Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation

no code implementations1 Jul 2019 Nader Asadi, AmirMohammad Sarfi, Mehrdad Hosseinzadeh, Sahba Tahsini, Mahdi Eftekhari

Our method can be applied to any layer of any arbitrary model without the need of any modification or additional training.

A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection

no code implementations31 Jul 2018 Javad Rahimipour Anaraki, Saeed Samet, Mahdi Eftekhari, Chang Wook Ahn

This paper presents a new feature selection method that efficiently carries out attribute reduction, thereby selecting the most informative features of a dataset.

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