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1. Show, Attend and Tell:
Neural Image Caption
Generation with Visual
Attention
July 6, 2021
HeeDae Kwon

2. contents
• Introduction
• Image Caption Generation with Attention
Mechanism
• Stochastic “Hard” Attention
• Deterministic “Soft” Attention

3. Introduction
Image caption generator
Previous
Using representaion
=> losing impormation
Using more low-level reprentation
=> preserve this informtaion , need a powerful mechanism

4. Introduction • incorporate a form of attention with "hard" , "soft"

5. Image Caption Generation with Attentio
n Mechanism
• Encoder (CNN)
• Decoder (RNN)

6. Stochastic "Hard" Attention

7. Deterministic “Soft” Attention

8. • 감사합니다