no code implementations • 21 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.
no code implementations • 7 Aug 2022 • Shubham Kumar Gupta, Azeem Ahmad, Prakhar Kumar, Frank Melandso, Anowarul Habib
Scanning acoustic microscopy (SAM) has been employed since microscopic images are widely used for biomedical or materials research.
no code implementations • 23 May 2022 • Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage
To this end, we present a learnable optical compression-decompression framework that learns content-specific features.
no code implementations • 28 Mar 2022 • Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Raja N. Ahmad, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage
Since the late 16th century, scientists have continuously innovated and developed new microscope types for various applications.