Search Results for author: Wesam Sakla

Found 3 papers, 1 papers with code

On-the-fly Object Detection using StyleGAN with CLIP Guidance

no code implementations30 Oct 2022 Yuzhe Lu, Shusen Liu, Jayaraman J. Thiagarajan, Wesam Sakla, Rushil Anirudh

We present a fully automated framework for building object detectors on satellite imagery without requiring any human annotation or intervention.

Object object-detection +1

Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems

no code implementations NeurIPS Workshop Deep_Invers 2019 Oscar Leong, Wesam Sakla

In particular, how can one use the availability of a small amount of data (even $5-25$ examples) to one's advantage in solving these inverse problems and can a system's performance increase as the amount of data increases as well?

Colorization

Remote Sensor Design for Visual Recognition with Convolutional Neural Networks

1 code implementation24 Jun 2019 Lucas Jaffe, Michael Zelinski, Wesam Sakla

This research is presented as a cornerstone for a new generation of sensor design systems which focus on computer algorithm performance instead of human visual perception.

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