Hello there, I am Jeronim Matijević

I am currently working as a research engineer at tensorpix. We are developing models for video superresolution and video restoration. How it feels when your multiple discriminator GAN doen’t diverge into NaNs: me

Big fan of CLIP

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My ML blog

On the link below you can find my ML blog + short comments on various deep learning projects i have done over the years, reach out about anything if you have any questions

Blog

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Slides

I sometimes talk about ML papers. If i told you you can find the slides on my site, here they are. Most of these, but not all are from our paperclub

Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution

wtF are NeRFs?

Lottery ticket hypothesis, but actually the Han et al. pruning paper

Dreambooth

Masked Autoencoders

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Interesting Deep Learning material

• Very good + free computer vision “basics” lectures from the University of Columbia
• MIT course on python, very good course + material
• Most understandable material on LSTMs
• Letitia making youtube videos about ML papers
• Yannic making youtube videos about ML papers
• Károly making youtube videos about ML papers
• Must read Karpathy blog on RNNs
• Zero to Hero Karpathy videos
• Funny loss functions blog
• Comparisons of recent nvidia GPUs for deep learning
• nvidia-smi blogpost
• blogpost about demystifying RAM usage in multiprocess pytorch dataloaders
• Spark of AGI talk by Sebastian Bubeck - this picture predicted it all

misc stuff on the internet

• manim - very cool library for math visualization, used by 3blue1brown
• dingboard
• jspaint
• Very important research
• Vaisko
• Smile.rip
• marulianus.hr
• Auralnauts
• programemezzz
• How i sometimes feel about ML research
• Have you tried using ffmpeg?
• The informaticar starog kova blog - it was shut down in 2019 but some parts of it are accessible by the wayback machine. He also wrote a book

Life Goals

• To own a small boat
• Hold a computer vision course at Kopilica