Hari: 6 Mei 2024

Create an illustration in a vibrant and cheerful style in a 3:2 aspect ratio. The image should vividly describe the core concept of the article. It should represent a new learning paradigm - Non-fine-tunability, designed to prevent misuse of pre-trained models for inappropriate tasks. Show a fortified labyrinth containing a brain-like computer model representing the SOPHON protection framework. The labyrinth's complexity signifies overhead comparable to or greater than training from scratch when fine-tuning in restricted domains, thus resisting misuse of this model. This illustration should be filled with light colors to indicate positivity and bright future prospects of this technology.

Sophon: Pembelajaran yang Tidak Dapat Disetel Halus untuk Menahan Transferabilitas Tugas Untuk Model yang Telah Dilatih Sebelumnya

Makalah penelitian ini memperkenalkan paradigma pembelajaran baru yang disebut pembelajaran yang tidak dapat disetel dengan…
Baca Lebih Lanjut
Deep learning Non-fine-tunable learning Pre-trained models Sophon Transfer learning