Felix Koulischer
@felixkoulischer.bsky.social
PhD working on Diffusion Models and all their applications, from images to proteins! Passions include theoretical physics, birds and orgiamis
Many people are complaining on the review process at NeurIPS this year. Getting good scores and a reject is definitely frustrating, however the score/decision distribution for the main track looks normal; ACs should have the power to (marginally) question reviewers claims.
October 1, 2025 at 1:26 PM
Many people are complaining on the review process at NeurIPS this year. Getting good scores and a reject is definitely frustrating, however the score/decision distribution for the main track looks normal; ACs should have the power to (marginally) question reviewers claims.
#1 We see guidance as an error correction mechanism, by choosing different error models one obtains different guidance schemes!
#2: We see the diffusion process from a control theory perspective, classical guidance schemes such as CFG, work as open loop controller, FBG works as a closed loop!
#2: We see the diffusion process from a control theory perspective, classical guidance schemes such as CFG, work as open loop controller, FBG works as a closed loop!
July 31, 2025 at 1:46 PM
#1 We see guidance as an error correction mechanism, by choosing different error models one obtains different guidance schemes!
#2: We see the diffusion process from a control theory perspective, classical guidance schemes such as CFG, work as open loop controller, FBG works as a closed loop!
#2: We see the diffusion process from a control theory perspective, classical guidance schemes such as CFG, work as open loop controller, FBG works as a closed loop!
🌟 Very happy to share our most recent work titled: 🌟
"Feedback Guidance of Diffusion Models"
Before applying guidance check whether you're on the right track, and only if you're not increase the guidance scale! ✔️
It seems DMs are not so different from us: Self-reflection is key! 🙄
"Feedback Guidance of Diffusion Models"
Before applying guidance check whether you're on the right track, and only if you're not increase the guidance scale! ✔️
It seems DMs are not so different from us: Self-reflection is key! 🙄
July 31, 2025 at 1:43 PM
🌟 Very happy to share our most recent work titled: 🌟
"Feedback Guidance of Diffusion Models"
Before applying guidance check whether you're on the right track, and only if you're not increase the guidance scale! ✔️
It seems DMs are not so different from us: Self-reflection is key! 🙄
"Feedback Guidance of Diffusion Models"
Before applying guidance check whether you're on the right track, and only if you're not increase the guidance scale! ✔️
It seems DMs are not so different from us: Self-reflection is key! 🙄