nairoz

I am a recent PhD graduate in machine learning for image and video processing (diffusion models, GANs). I am a research engineer who writes high-quality code, implements state-of-the-art methods, and pushes the boundaries of existing knowledge when necessary. I have worked in large companies, start-ups, and research institutes.

Comment · 2 years ago

I guess yes. Having worked on video processing, it's always better if you can stabilize because it significantly reduces the number of unique tokens, which would be even more useful for the present method. However, you probably lose in generalization performance and not all videos can be stabilized.

Comment · 2 years ago

Location: Zurich, Switzerland

Remote: No

Willing to relocate: Yes (Europe)

Technologies: Python, PyTorch, Cuda, C++

Résumé/CV: https://ncherel.github.io/resume.pdf

Email: [email protected]

I'm a recent PhD graduate in machine learning for image and video editing. I have worked with diffusion models, VAEs, and GANs for images, videos and 3D objects. My skills range from mathematical derivations to Cuda kernel implementation. I like to work on systems that are not monolithic, but have multiple modules that require a high level of expertise. If possible, I'd prefer to work for the creative industries.

Comment · 2 years ago

> trained from scratch

Not exactly. They mention starting from the VAE from Stable Diffusion XL and the Transformer from Phi3.

Looks like these LLMs can really be used for anything

Comment · 2 years ago

  Location: France
  Remote: Ok
  Willing to relocate: Yes (Europe)
  Technologies: Python, PyTorch, C++, CUDA
  Résumé/CV: https://ncherel.github.io/resume.pdf
  Email: [email protected]

I just finished my PhD in image and video processing. I have expertise in modern machine learning models (transformers, diffusion) for generation and editing. I'm looking for research positions/postdocs in creative industries.

Comment · 4 years ago

For people asking, it's actually useful for virtual poster sessions.

Comment · 5 years ago

Very interesting. A personal coach is certainly the most efficient way to improve. My main concern is about the legality of such a software. Even if the data is presented on screen and available, changing the UI to help the player is not accepted in all games as it can provide a strong edge. For AoE2, part of the game is about scouting and remembering key information while managing your economy.

Comment · 5 years ago

Agreed but some questions are also a lot easier and a lot more common. In x-ray, looking for a bone fracture is a single task that requires no information about patient and can be done by an algorithm.

Comment · 5 years ago

Surprised to read this. Having worked in the field, I see a growing interest in AI from the radiology community attested by the RSNA new AI journal. It's not about replacing radiologists but helping them in their daily work, as a safety net (double check) or as a prioritization tool.

Comment · 5 years ago

While encouraging to think that some people will have the power to reverse climate change, it will be too late. We can't wait for the negative effects to reach rich people.

Comment · 5 years ago

Indeed, in the full picture there must be someone paying and making this advertising profitable.

If ads were not working, I don't know where this money would go.