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Mikhail Khoroshikh

2 accepted papers

2024

Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps

NeurIPS 2024poster

Diffusion distillation represents a highly promising direction for achieving faithful text-to-image generation in a few sampling steps. However, despite recent successes, existing distilled models still do not provide the full spectrum of diffusion abilities, such as real image inversion, which enab…

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2023

Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics

NeurIPS 2023poster

Text-to-image generation models represent the next step of evolution in image synthesis, offering a natural way to achieve flexible yet fine-grained control over the result. One emerging area of research is the fast adaptation of large text-to-image models to smaller datasets or new visual concepts.…