Search Results for author: Maryam Haghighat

Found 2 papers, 1 papers with code

Pre-training with Random Orthogonal Projection Image Modeling

no code implementations28 Oct 2023 Maryam Haghighat, Peyman Moghadam, Shaheer Mohamed, Piotr Koniusz

In this paper, we propose an Image Modeling framework based on random orthogonal projection instead of binary masking as in MIM.

FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pretraining

1 code implementation18 Sep 2023 Shaheer Mohamed, Maryam Haghighat, Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Peyman Moghadam

However, current state-of-the-art hyperspectral transformers only tokenize the input HSI sample along the spectral dimension, resulting in the under-utilization of spatial information.

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