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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…

Cited by 2SourcePDFScholar
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.…