Jan Dubiński
@jandubinski.bsky.social
PhD student in Machine Learning @Warsaw University of Technology and @IDEAS NCBR
Pinned
Jan Dubiński
@jandubinski.bsky.social
· Feb 5
🚨 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/
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/
🚨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
"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
June 13, 2025 at 7:11 PM
🚨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
"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
🚨 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/
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/
February 5, 2025 at 6:36 PM
🚨 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/
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/
😊 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
🎉 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
December 20, 2024 at 3:27 PM
😊 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
🎉 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