Aman Urumbekov

Currently I'm working on GenAI at a stealth startup.

Diffusion pretrain & post-train
VLM post-train
Triton optimization

Fun facts

Minesweeper — medium (16×16, 40 mines) in 23 seconds
F-Adventurer — top 400 among 1M+ players
Manga / manhwa — 20k+ chapters and counting

Like a child yearning to join the playground, I don't want to just watch; I want to be a part of it.

From Aman to the scientific community

Official **kwargs hater.

Feel free to reach out if you’re interested in research collaborations, or just want to chat about neural networks and gaming.

news

Aug 01, 2024	I have started my own page! (,,>ヮ<,,)!

latest posts

Aug 20, 2026	Evolution of generative visual models
Mar 26, 2026	Echoes of a Wandering Mind
Aug 01, 2024	Hello blog!

selected publications

CVPRW

NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results

Zheng Chen, Zongwei Wu, Eduard Sebastian Zamfir, and 5 more authors

In CVPRW, 2024

Bib PDF Code

@inproceedings{ntire2024srx4,
  title = {NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results},
  author = {Chen, Zheng and Wu, Zongwei and Zamfir, Eduard Sebastian and Zhang, Kai and Zhang, Yulun and Timofte, Radu and Yang, Xiaokang and others},
  booktitle = {CVPRW},
  year = {2024},
}