Search Results for author: Dushan N. Wadduwage

Found 7 papers, 0 papers with code

MOSAIC: Masked Optimisation with Selective Attention for Image Reconstruction

no code implementations1 Jun 2023 Pamuditha Somarathne, Tharindu Wickremasinghe, Amashi Niwarthana, A. Thieshanthan, Chamira U. S. Edussooriya, Dushan N. Wadduwage

To this end, we propose MOSAIC, a novel compressive sensing framework to reconstruct images given any random selection of measurements, sampled using a fixed basis.

Compressive Sensing Image Reconstruction

Hypothesis-Driven Deep Learning for Out of Distribution Detection

no code implementations21 Mar 2024 Yasith Jayawardana, Azeem Ahmad, Balpreet S. Ahluwalia, Rafi Ahmad, Sampath Jayarathna, Dushan N. Wadduwage

Given a trained DNN and some input, we first feed the input through the DNN and compute an ensemble of OoD metrics, which we term latent responses.

Decision Making Novelty Detection +1

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