Search Results for author: Mai Nguyen

Found 3 papers, 1 papers with code

LACFormer: Toward accurate and efficient polyp segmentation

1 code implementation BMVC 2023 Quan Van Nguyen, Mai Nguyen, Thanh Tung Nguyen, Huy Trịnh Quang, Toan Pham Van

The proposed model combines the strengths of Transformers and CNNs along with Laplacian images to overcome the limitations of previous models.

Decoder Image Segmentation +2

LAPFormer: A Light and Accurate Polyp Segmentation Transformer

no code implementations10 Oct 2022 Mai Nguyen, Tung Thanh Bui, Quan Van Nguyen, Thanh Tung Nguyen, Toan Van Pham

Polyp segmentation is still known as a difficult problem due to the large variety of polyp shapes, scanning and labeling modalities.

Decoder feature selection

Modular Resource Centric Learning for Workflow Performance Prediction

no code implementations15 Nov 2017 Alok Singh, Mai Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas

The central idea of this work is to train resource-centric machine learning agents to capture complex relationships between a set of program instructions and their performance metrics when executed on a specific resource.

BIG-bench Machine Learning Distributed Computing +1

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