Search Results for author: Nikita Starodubcev

Found 2 papers, 2 papers with code

Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models

1 code implementation17 Dec 2023 Nikita Starodubcev, Artem Fedorov, Artem Babenko, Dmitry Baranchuk

While several powerful distillation methods were recently proposed, the overall quality of student samples is typically lower compared to the teacher ones, which hinders their practical usage.

Image Generation Knowledge Distillation +1

Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models

1 code implementation10 Apr 2023 Nikita Starodubcev, Dmitry Baranchuk, Valentin Khrulkov, Artem Babenko

Finally, we show that our approach can adapt the pretrained model to the user-specified image and text description on the fly just for 4 seconds.

Image Manipulation

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