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CLIP + StyleGAN. Searching in StyleGAN latent space using description embedded with CLIP. @Gradient Dude
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CLIP + StyleGAN. Searching in StyleGAN latent space using description embedded with CLIP.

Queries: "A pony that looks like Beyonce", "... like Billie Eilish", ".. like Rihanna"

📐 The basic idea
Generate an image with StyleGAN and pass the image to CLIP for the loss against a CLIP text query representation. You then backprop through both networks and optimize a latent space in StyleGAN.

🤬 Drawbacks 1) it only works on text it knows 2) needs some cherry picking, only about 1/5 are really good.

Source twitt.

Gradient Dude
CLIP + StyleGAN. Searching in StyleGAN latent space using description embedded with CLIP.

Queries: "A pony that looks like Beyonce", "... like Billie Eilish", ".. like Rihanna"

📐 The basic idea
Generate an image with StyleGAN and pass the image to CLIP for the loss against a CLIP text query representation. You then backprop through both networks and optimize a latent space in StyleGAN.

🤬 Drawbacks 1) it only works on text it knows 2) needs some cherry picking, only about 1/5 are really good.

Source twitt.
hottg.com/gradientdude/160
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Spiking bond yields driving sharp losses in tech stocks

A spike in interest rates since the start of the year has accelerated a rotation out of high-growth technology stocks and into value stocks poised to benefit from a reopening of the economy. The Nasdaq has fallen more than 10% over the past month as the Dow has soared to record highs, with a spike in the 10-year US Treasury yield acting as the main catalyst. It recently surged to a cycle high of more than 1.60% after starting the year below 1%. But according to Jim Paulsen, the Leuthold Group's chief investment strategist, rising interest rates do not represent a long-term threat to the stock market. Paulsen expects the 10-year yield to cross 2% by the end of the year. A spike in interest rates and its impact on the stock market depends on the economic backdrop, according to Paulsen. Rising interest rates amid a strengthening economy "may prove no challenge at all for stocks," Paulsen said.

CLIP + StyleGAN. Searching in StyleGAN latent space using description embedded with CLIP.

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