Search Results for author: Vlad Hondru

Found 3 papers, 1 papers with code

Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation

no code implementations29 Sep 2023 Vlad Hondru, Radu Tudor Ionescu

Our empirical results on two data sets confirm the superiority of our framework over two state-of-the-art methods in the few-call model extraction scenario.

Image Generation Knowledge Distillation +1

Reverse Stable Diffusion: What prompt was used to generate this image?

no code implementations2 Aug 2023 Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah

Our novel learning framework produces excellent results on the aforementioned task, yielding the highest gains when applied on the white-box model.

Text-to-Image Generation

Diffusion Models in Vision: A Survey

1 code implementation10 Sep 2022 Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu, Mubarak Shah

Denoising diffusion models represent a recent emerging topic in computer vision, demonstrating remarkable results in the area of generative modeling.

Denoising

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