no code implementations • 30 Nov 2023 • Xuan-Bac Nguyen, Xin Li, Samee U. Khan, Khoa Luu
In this work, we first present a simple yet effective Brainformer approach, a novel Transformer-based framework, to analyze the patterns of fMRI in the human perception system from the machine learning perspective.
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.