Amit Giloni

activity

20202026

most citedBENN: Bias Estimation Using Deep Neural Network

2 citations · 4 across the 3 of their papers we have counts for

collaborators

Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

Identifying Memorization of Diffusion Models through $p$ -Laplace Analysis: Estimators, Bounds and Applications

Jonathan Brokman, Itay Gershon, Amit Giloni +4

Diffusion models, today's leading image generative models, estimate the score function, i.e. the gradient of the log probability of (perturbed) data samples, without direct access…

cs.CV2025

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images

Jonathan Brokman, Amit Giloni, Omer Hofman +3

Distinguishing between real and AI-generated images, commonly referred to as 'image detection', presents a timely and significant challenge. Despite extensive research in the (semi…

Identifying Memorization of Diffusion Models through p-Laplace Analysis: Estimators, Bounds and Applications

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images

Identifying Memorization of Diffusion Models through $p$ -Laplace Analysis: Estimators, Bounds and Applications