no code implementations • 30 May 2024 • Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
Although quantum machine learning has been introduced for a while, its applications in computer vision are still limited.
no code implementations • 30 May 2024 • Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu
In addition, we present QClusformer, a variant based on the Transformer architecture, tailored for unsupervised vision clustering tasks.
no code implementations • 29 May 2024 • Xuan-Bac Nguyen, Hojin Jang, Xin Li, Samee U. Khan, Pawan Sinha, Khoa Luu
Our experiments demonstrate that BRACTIVE effectively identifies person-specific regions of interest, such as face and body-selective areas, aligning with neuroscience findings and indicating potential applicability to various object categories.
no code implementations • 30 Nov 2023 • Xuan-Bac Nguyen, Xin Li, Pawan Sinha, Samee U. Khan, Khoa Luu
This loss function mimics brain activity patterns from these regions in the deep neural network using fMRI data.
no code implementations • 18 Sep 2023 • Xuan Bac Nguyen, Hugh Churchill, Khoa Luu, Samee U. Khan
Unsupervised visual clustering has garnered significant attention in recent times, aiming to characterize distributions of unlabeled visual images through clustering based on a parameterized appearance approach.
no code implementations • 16 Jun 2023 • Pha Nguyen, Kha Gia Quach, John Gauch, Samee U. Khan, Bhiksha Raj, Khoa Luu
Then, a new cross-domain MOT adaptation from existing datasets is proposed without any pre-defined human knowledge in understanding and modeling objects.
no code implementations • 31 May 2022 • Xuan Bac Nguyen, Apoorva Bisht, Ben Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan
In this work, we present a novel method to tackle the problem of missing annotation in instance segmentation in 2D quantum material identification.