2 papers
cs.CV2026
Few-Shot Synthetic Data Generation with Diffusion Models for Downstream Vision Tasks
Daniil Dushenev, Nazariy Karpov, Daniil Zinovjev +2
Class imbalance is a persistent challenge in visual recognition, particularly in safety-critical domains where collecting positive examples is expensive and rare events are inheren…
cs.CV2024
Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework
Vladimir Arkhipkin, Viacheslav Vasilev, Andrei Filatov +9
Text-to-image (T2I) diffusion models are popular for introducing image manipulation methods, such as editing, image fusion, inpainting, etc. At the same time, image-to-video (I2V)…