🚨 NEWS: Transfer Learning e Fine-Tuning — Modelli Pre-Addestrati per Risultati Concreti con Pochi Dati
Ecco i punti chiave in breve:
💡 Hai un dataset piccolo, un budget limitato e vuoi comunque un modello che funzioni bene. Addestrare una rete neurale da zero richiede decine di migliaia di esempi, settimane di GPU e una squadra di ri...
#bert #python #fineTuning #transferLearning #modelliPreAddestrati
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.
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
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
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