Dvir Samuel

OmnimatteZero. [SiggraphAsia25] OmnimatteZero: Fast Training-free Omnimatte with Pre-trained Video Diffusion Models

SeedSelect. Code for our papers : "Generating images of rare concepts using pre-trained diffusion models" (AAAI 24) and "Norm-guided latent space exploration for text-to-image generation" (Neurips 23)

NewtonRaphsonInversion. [ICLR 2025] Code for our paper: GNRI: Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models

DRO-LT. Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"

DRAGON. [WACV21] Code for our paper: Samuel, Atzmon and Chechik, "From Generalized zero-shot learning to long-tail with class descriptors"

FPI. Code for our paper "Fixed-point Inversion for Text-to-image diffusion models"

PDM. Code for our paper: "Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval".

ManInTheShadows. "Man In The Shadows" is a story based 3D computer game, developed with Unreal Engine 4 for astounding graphics, intended for windows users. Man In The Shadows contains puzzles, riddles and make gamers think outside the box.

MachineLearningCourses. Materials, Lecture Notes, Assignments and their answers for machine learning courses I took.