Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -25,3 +25,4 @@ test_notebooks/
voc_representations.h5
VOCdevkit/
VOCtrainval_06-Nov-2007.tar.gz
node_modules/
Binary file modified 01_materials/slides/01_introduction.pdf
Binary file not shown.
29 changes: 4 additions & 25 deletions 03_instructional_team/markdown_slides/01_introduction.md
Original file line number Diff line number Diff line change
Expand Up @@ -68,7 +68,7 @@ $ echo "Data Sciences Institute"
---
# DL Today: Speech-to-Text

![w:800](./images/01_speech.png)DL Today: Vision
![w:800](./images/01_speech.png)

---
# DL Today: Vision
Expand All @@ -86,7 +86,6 @@ $ echo "Data Sciences Institute"
# DL Today: NLP
![w:800](./images/01_nlp2.png)

Most of chatbots claiming "AI" do not use Deep Learning (yet?)

---
# DL Today: Vision + NLP
Expand All @@ -101,41 +100,21 @@ Most of chatbots claiming "AI" do not use Deep Learning (yet?)
---
# DL Today: Generative models

![w:800](./images/nvidia_celeb.jpg)

sampled celebrities [Nvidia 2017]

---
# DL Today: Generative models

![w:800](./images/stackgan.jpg)

StackGAN v2 [Zhang 2017]


---
# DL Today: Generative models

![w:800](./images/WaveNet.gif)

Sound generation with WaveNet [DeepMind 2017]

---
# DL Today: Generative models

Guess which one is generated?

[columbia_gen](./audio/columbia_gen.wav)
[columbia_gt](./audio/columbia_gt.wav)

*Tacotron 2 Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions, 2017*
![w:800](./images/nano_banana.png)

---
# Language / Image models

Open-AI GPT-3, or DALL-E: https://openai.com/blog/dall-e/
# DL Today: Generative models

![w:800](./images/01_dalle.png)
![w:800](./images/claude_code.png)

---

Expand Down
Binary file modified 03_instructional_team/markdown_slides/images/01_nlp2.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.