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NLP stuff

پیشروی ترنسفورمرها در زمینه‌ی پردازش تصویر!
در این مقاله، نویسندگان ناشناسش (تحت داوری ICLRعه) اومدند از ترنسفورمر برای تسک دسته‌بندی تصاویر استفاده کردند. به این شکل که هر تصویر را اومدند به قسمت‌های ۱۶*۱۶ تقسیم کردند و هر کدام را پشت سر هم مثل توکن دادند به انکودر ترنسفورمر و بردار خروجی را به یک شبکه‌ی عصبی چندلایه‌ی ساده دادند و تونستند با منابع کمتر state of the art را رد کنند.
آیا CNNها هم به سرنوشت نکبت‌بار RNNها دچار می‌شوند؟ :)
لینک مقاله و کدش ضمیمه شده است.

https://openreview.net/forum?id=YicbFdNTTy

https://paperswithcode.com/paper/an-image-is-worth-16x16-words-transformers

#read
#paper

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Create: 2020-10-10
Last Update: 2025-07-04 18:44:35

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NLP stuff Telegram | DID YOU KNOW?

Date: 2025-07-04| NLP stuff

What is Telegram?

Telegram’s stand out feature is its encryption scheme that keeps messages and media secure in transit. The scheme is known as MTProto and is based on 256-bit AES encryption, RSA encryption, and Diffie-Hellman key exchange. The result of this complicated and technical-sounding jargon? A messaging service that claims to keep your data safe.Why do we say claims? When dealing with security, you always want to leave room for scrutiny, and a few cryptography experts have criticized the system. Overall, any level of encryption is better than none, but a level of discretion should always be observed with any online connected system, even Telegram.

To pay the bills, Mr. Durov is issuing investors $1 billion to $1.5 billion of company debt, with the promise of discounted equity if the company eventually goes public, the people briefed on the plans said. He has also announced plans to start selling ads in public Telegram channels as soon as later this year, as well as offering other premium services for businesses and users.