2021.11.18.

[qbeer]

Dear All,

we are looking forward for the next journal club, please come up with article suggestions that you'd like to present. Meet you at 16:00 this Thursday on the usual link.

Regards, Alex

[edintino]

Hi,

I am planning to present the DatasetGAN.

It generates synthetic images with masks for semantic segmentation as it is expensive and time consuming. The results are compared to state-of-the-art transfer and semi-supervised learning approaches as baselines.

Thanks, Eugenio.

[qbeer]

Sorry, messed up the date previous, we are meeting today - as usual - in a bit more than an hour. I'll be presenting two papers:

• Masked Autoencoders Are Scalable Vision Learners
• Similarity and Matching of Neural Network Representations

The second paper is actually from the Rényi Institue in Budapest, Hungary. Yesterday they had a presentation about the paper, but I could not attend, so I'll try to go through it quickly now, and present it to those here, who did not attend their JC yesterday.

Regards, Alex

[ozkilim]

Hi!

I would love to present "A generative adversarial network-based abnormality detection using only normal images for model training with application to digital breast tomosynthesis" on Thursday. https://www.nature.com/articles/s41598-021-89626-1

It is a bit more applied but really a great solution to a real problem.

Best, Oz