Search Results for author: Samee U. Khan

Found 4 papers, 0 papers with code

Brainformer: Modeling MRI Brain Functions to Machine Vision

no code implementations30 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.

Quantum Vision Clustering

no code implementations18 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.

Clustering

UTOPIA: Unconstrained Tracking Objects without Preliminary Examination via Cross-Domain Adaptation

no code implementations16 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.

Domain Adaptation Multiple Object Tracking +1

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning

no code implementations31 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.

2k Instance Segmentation +2

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