Search Results for author: Hoang-Quan Nguyen

Found 4 papers, 0 papers with code

Quantum Visual Feature Encoding Revisited

no code implementations30 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.

QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering

no code implementations30 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.

Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy

no code implementations2 May 2024 Hoang-Quan Nguyen, Thanh-Dat Truong, Khoa Luu

Thirdly, we built an action recognition model based on Video Transformers and Neural Radiance Fields.

Action Recognition

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

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