iiinova — where your digital self keeps evolving

Jan Dubiński

@jandubinski.bsky.social

290 followers 864 following 17 posts

PhD student in Machine Learning @Warsaw University of Technology and @IDEAS NCBR

Jan Dubiński @jandubinski.bsky.social · 13/06/2025

🚨We’re thrilled to present our paper “CDI: Copyrighted Data Identification in #DiffusionModels” at #CVPR2025 in Nashville! 🎸❗️ "Was this diffusion model trained on my dataset?" Learn how to find out: 📍 Poster #276 🗓️ Saturday, June 14 🕒 3:00 – 5:00 PM PDT 📜https://arxiv.org/abs/2411.12858

151

Jan Dubiński @jandubinski.bsky.social · 05/02/2025

🚨 Image AutoRegressive Models Leak More Training Data Than Diffusion Models🚨 IARs — like the #NeurIPS2024 Best Paper — now lead in AI image generation. But at what risk? IARs: 🔍 Are more likely than DMs to reveal training data 🖼️ Leak entire training images verbatim 🧵 1/

1143

Jan Dubiński @jandubinski.bsky.social · 20/12/2024

😊 Happy to Share! 🎉 Our paper "Learning Graph Representation of Agent Diffusers (LGR-AD)" has been accepted as a full paper at #AAMAS (A*) International Conference on Autonomous Agents and Multiagent Systems! #diffusion #graphs #agentsystem @ideas-ncbr.bsky.social #WarszawUniversityOfTechnology

132