In our #KDAI2026 lecture this week we were taking a tour de force from perceptrons to transformers, 60 years of neural networks in a ninety minutes lecture.

#lecture @fiz_karlsruhe @fizise @KIT_Karlsruhe #AI #llms #perceptron #neuralnetwork #transformer #bert #gpt #lstm #rnn #transferlearning #machinelearning #cowboybebop

📐📚New study on #WassersteinDistance: Bonet et al. study #geodesic rays in #Wasserstein space and derive conditions for their existence. They show that #Busemann functions can be computed via #OT, with closed-form solutions for 1D and Gaussian cases. This enables efficient sliced distances for labeled datasets, closely matching classical metrics at lower cost and supporting dataset “flows” for #TransferLearning.

🌍 https://openreview.net/forum?id=Xpt0HEC3fO

#OptimalTransport #MachineLearning

Transfer learning is a technique in machine learning where a model developed for one task is reused as the starting point for a model on a second task. Rather than training a model entirely from scratch[..]

Full article:
https://ml-nn.eu/a1/86.html

#machinelearning #ai #transferlearning

Hướng dẫn sử dụng kỹ thuật Transfer Learning với VGG19 cho phân loại hình ảnh (dataset máy bay). Bài viết giải thích chi tiết cách chọn VGG19, thay đổi lớp đầu ra, huấn luyện & đánh giá mô hình. Kèm hướng dẫn code và video minh họa. #AI #MachineLearning #TransferLearning #VGG19 #HocMay #KienThucMoi

https://www.reddit.com/r/SideProject/comments/1p6ledq/vgg19_transfer_learning_explained_for_beginners/

Stop words?
#transgender
#transportation
#transrights
#transplantation
#translation
#transformation
#transphobia
#transferlearning
#transit
#transjoy
#translation
...
Going to be hard to remove as #Latin is everywhere in western languages 😜 ... don't want to throw yourself under a #transferbus with #wokish #redpill #cancelculture ?!

Just stay friendly and be nice to people who never harmed you - and are obviously not planning to. 🤗