Search Results for author: Xuan Bac Nguyen

Found 4 papers, 0 papers with code

Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding

no code implementations26 Nov 2023 Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu

In precision agriculture, the detection and recognition of insects play an essential role in the ability of crops to grow healthy and produce a high-quality yield.

Self-Supervised Learning

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

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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