Hila Manor's repositories
GaussianDenoisingPosterior
We derive a fundamental property of the posterior distribution in Gaussian denoising, and use it to propose a new way for uncertainty visualization, which requires no training or fine-tuning.
ee046746-computer-vision
Jupyter Notecbook tutorials for the Technion's EE Computer Vision course
CycleTransformer
Final assignment in the NLP course at the Technion (IEM097215). In this assignment we propose a novel architecture to handle both Text-to-Image translation and Image-to-Text translation tasks on paired data, using a unified architecture of transformers and CNNs and enforcing cycle consistency.
Generative-deep-features
Students Project at the Technion for generating natural looking images from a single image, using deep features of VGG19 and a hierarchical architecture based on SinGAN
PrideEventsRegressionDiscontinuity
Final assignment in the Causal Inference course at the Technion (IEM097400). In this assignment investigate the causal connection of pride events to hate crimes committed against the LGBTQ+ community.
Scene-Understanding-Based-on-Text-Extraction
An algorithm (and a wrapping system) for finding the geographic location of a set of given photos based on extracting and analyzing text in the images.