12 citations · 18 across the 4 of their papers we have counts for
4 papers · 1 filter
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning
Ali Javidani, Babak Nadjar Araabi, Mohammad Amin Sadeghi
This paper introduces a novel approach that integrates graph theory into self-supervised representation learning. Traditional methods focus on intra-instance variations generated b…
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach
Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi
Self-supervised visual representation learning traditionally focuses on image-level instance discrimination. Our study introduces an innovative, fine-grained dimension by integrati…
Learning Representative Temporal Features for Action Recognition
Ali Javidani, Ahmad Mahmoudi-Aznaveh
In this paper, a novel video classification method is presented that aims to recognize different categories of third-person videos efficiently. Our motivation is to achieve a light…
A Unified Method for First and Third Person Action Recognition
Ali Javidani, Ahmad Mahmoudi-Aznaveh
In this paper, a new video classification methodology is proposed which can be applied in both first and third person videos. The main idea behind the proposed strategy is to captu…