Tomáš Chobola

solving inverse problems; PhD candidate @TU_Muenchen @HelmholtzMunich

[Tomáš Chobola @ifelsetom]

⚡️ Excited to announce that CoLIE has been accepted to #ECCV2024!

CoLIE uses a neural implicit representation to enhance low-light images according to the Retinex theory.

@p_tingying
@ja_schnabel
@eccvconf

Paper: https://t.co/EHwJEJpavg
Code: https://t.co/K2ioykLMKL

[Sophia J. Wagner @sophiajwagner]

Excited to share TITAN, a multimodal foundation model for pathology trained on >330k WSIs, synthetic captions, and reports🔬⚡
co-lead w @TongDing99 @GreatAndrew90 @richardjchen
Thanks to @AI4Pathology @p_tingying!

Preprint: https://t.co/LpgmNlbvMa
Model: https://t.co/gYJxLcjKiS

[Valentin Koch @ValentinKoch_]

1/ 🧵Introducing UNICORN,🦄 the first #AI model for integrating multi-stain #histopathology images for classification, designed to tackle missing data during both training and inference. Great colab between @HelmholtzMunich & @TU_Muenchen German Heart Centre! the architecture ⬇️

[Tomáš Chobola @ifelsetom]

CoLIE can also be applied on a frame-by-frame basis to restore low-light videos and enhance their visual quality, providing substantial enhancements in clarity and detail across the entire video sequence while avoiding undesired overexposure.

[Tomáš Chobola @ifelsetom]

⚡️ Excited to announce that CoLIE has been accepted to #ECCV2024!

CoLIE uses a neural implicit representation to enhance low-light images according to the Retinex theory.

@p_tingying
@ja_schnabel
@eccvconf

Paper: https://t.co/EHwJEJpavg
Code: https://t.co/K2ioykLMKL

[Tomáš Chobola @ifelsetom]

Moreover, model inference can be easily adjusted by hyperparameters that control the desired brightness level and low-light enhancement.

[Tomáš Chobola @ifelsetom]

Paper: https://t.co/LtH3b2WZba

[Tomáš Chobola @ifelsetom]

I’ll be presenting our method for volumetric microscopy image deconvolution today at #MICCAI23.

I look forward to discussing approaches for image reconstruction with anyone that stops by.

@MICCAI_Society @p_tingying @huiskenlab

[Tomáš Chobola @ifelsetom]

Happy to see @ylecun as one of the keynote speakers at #MICCAI2023.

[Tomáš Chobola @ifelsetom]

Thanks to everyone who joined my presentation yesterday of our work on zero-shot image restoration at the bioimage computing workshop at @ICCVConference 🇫🇷.

[Tomáš Chobola @ifelsetom]

I had a wonderful time at @UniofOxford last week, particularly enjoying the opportunity to connect with researchers who share a common focus on inverse problems within the biomedical field. #OxML23

[Tomáš Chobola @ifelsetom]

@ilyasut That means insects and humans share the same sense of beauty.

[Tomáš Chobola @ifelsetom]

Thanks for hosting us, Hamburg. #HelmholtzAIcon #HelmholtzImaging

[Tomáš Chobola @ifelsetom]

Spring finally arrived in Munich.

[Tomáš Chobola @ifelsetom]

@nickfloats The neck and collar bones don’t look as natural as they could be. Also the eyes seem a bit independent from each other. But quite hard to tell at a glance.

[Tomáš Chobola @ifelsetom]

@iamneubert The last two pictures are fantastic!

[Tomáš Chobola @ifelsetom]

@waitbutwhy Learning advanced math enables you to get expertise in all the skills that you want schools to teach (excluding Earth orientation).

[Tomáš Chobola @ifelsetom]

@nickfloats When generating sci-fi screengrabs, getting the helmet illumination was nearly impossible for me with just text-based prompts. Nicely done.

https://t.co/bs8X0NRrCE

[Tomáš Chobola @ifelsetom]

Retrofuturism with Midjourney v5. Text-based prompts only.

[Tomáš Chobola @ifelsetom]

Retrofuturism with Midjourney v5. Text-based prompts only.