1.
![Twitter avatar for @_akhaliq](https://substackcdn.com/image/twitter_name/w_96/_akhaliq.jpg)
GeoCode: Interpretable Shape Programs
abs: arxiv.org/abs/2212.11715
project page: threedle.github.io/GeoCode/
2.
![Twitter avatar for @_akhaliq](https://substackcdn.com/image/twitter_name/w_96/_akhaliq.jpg)
Scalable Diffusion Models with Transformers
abs: arxiv.org/abs/2212.09748
largest DiT-XL/2 models outperform all prior diffusion models on the class conditional ImageNet 512×512 and 256×256 benchmarks, achieving a state-of-the-art FID of 2.27 on the latter
![Image](https://substackcdn.com/image/fetch/w_600,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FFkYrLgzWAAEByvG.jpg)
3.
![Twitter avatar for @_akhaliq](https://substackcdn.com/image/twitter_name/w_96/_akhaliq.jpg)
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta Optimizers
abs: arxiv.org/abs/2212.10559
![Image](https://substackcdn.com/image/fetch/w_600,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FFkd-vISWAAIG_jn.jpg)
4.
![Twitter avatar for @_akhaliq](https://substackcdn.com/image/twitter_name/w_96/_akhaliq.jpg)
Point·E: A System for Generating 3D Point Clouds from Complex Prompts
abs: arxiv.org/abs/2212.08751
github: github.com/openai/point-e
![Image](https://substackcdn.com/image/fetch/w_600,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fpbs.substack.com%2Fmedia%2FFkYzcZTXwAEmHDP.jpg)
A good way to diversify your network in case Twitter goes poof 🤗