3 papers
cs.CV2026
Injecting Image Guidance into Text-Conditioned Diffusion Models at Inference
Agata Żywot, Iason Skylitsis, Thijmen Nijdam +4
Text-to-image diffusion models like Stable Diffusion generate high-quality images from text, but lack a way to inject visual guidance (e.g. sketches, styles) at inference without r…
cs.MA2026
Can Small Agents Collaborate to Beat a Single Large Language Model?
Agata Żywot, Xinyi Chen, Yifei Yuan +2
Recent progress in language modeling has largely relied on scaling model size, yet larger models do not reliably improve performance on tasks requiring multi-step reasoning and too…
cs.LG2024
WineGraph: A Graph Representation For Food-Wine Pairing
Zuzanna Gawrysiak, Agata Å»ywot, Agnieszka Åawrynowicz
We present WineGraph, an extended version of FlavorGraph, a heterogeneous graph incorporating wine data into its structure. This integration enables food-wine pairing based on tast…