README: added videos, performance data and papers section

README.md

@@ -14,12 +14,15 @@ Contributions are very welcome!
 
 - [DIAMOND](#diamond)
 - [Minecraft](#minecraft)
+- [Matrix](#matrix)
 - [Other](#other)
+- [Papers Please](#papers-please)
 
 ## DIAMOND
 [![Homepage](https://img.shields.io/badge/homepage-gray)](https://diamond-wm.github.io/)
 [![arXiv](https://img.shields.io/badge/arXiv-red)](https://arxiv.org/abs/2405.12399)
 [![Discord](https://img.shields.io/badge/discord-purple)](https://discord.gg/74vha5RWPg)
+[![Paper](https://img.shields.io/badge/paper-pink)](https://arxiv.org/pdf/2405.12399)
 
 Open-source training and inference, initially launched with 26 atari games and CS:GO.
 
@@ -33,6 +36,7 @@ Open-source training and inference, initially launched with 26 atari games and C
 
 ### CS:GO 
 ![??? FPS on RTX 4090](https://img.shields.io/badge/RTX%204090-%3F%3F%3F%20FPS-green)
+![10 FPS on RTX 3090](https://img.shields.io/badge/RTX%203090-10%20FPS-cefad0)
 [![Open Source](https://img.shields.io/badge/open%20source-blue)](https://github.com/eloialonso/diamond/tree/csgo)
 
 <img src="https://github.com/user-attachments/assets/dcbdd523-ca22-46a9-bb7d-bcc52080fe00" width="500"/>
@@ -55,6 +59,8 @@ Open-source training and inference, initially launched with 26 atari games and C
 
 One size of the model and inference code are open-source.
 
+<img src="https://github.com/user-attachments/assets/e08a2fdd-232d-4b9c-8f1c-8f9b9f1babe7" width="500"/>
+
 ### Oasis
 ![<1 FPS on RTX 4090](https://img.shields.io/badge/RTX%204090-%3C1%20FPS-green)
 [![Open Source](https://img.shields.io/badge/open%20source-blue)](https://github.com/etched-ai/open-oasis)
@@ -64,22 +70,41 @@ One size of the model and inference code are open-source.
 
 A 500M model and inference code are open-source.
 
-
 <img src="https://cdn.prod.website-files.com/671a36395e56dbd229da0e0e/6723b0a589d2f810325afdcb_4.webp" width="500"/>
 
+## Matrix
+![??? FPS on RTX 4090](https://img.shields.io/badge/RTX%204090-%3F%3F%3F%20FPS-green)
+[![Open Source Coming Soon](https://img.shields.io/badge/(coming_soon)-open_source-blue)](#Matrix)
+[![Homepage](https://img.shields.io/badge/homepage-gray)](https://thematrix1999.github.io/)
+[![Paper](https://img.shields.io/badge/paper-pink)](https://thematrix1999.github.io/article/the_matrix.pdf)
+
+2.7B model trained on data from Forza Horizon 5 and Cyberpunk 2077 as well as real-world footage. Open source and demo coming soon.
+
+<img src="https://github.com/user-attachments/assets/c3fbae6d-1393-4fd9-97d8-db61bed139e0" width="500"/>
+
 ## Other
 
 ### Doom (GameNGen)
+![??? FPS on RTX 4090](https://img.shields.io/badge/RTX%204090-%3F%3F%3F%20FPS-green)
 [![Homepage](https://img.shields.io/badge/homepage-gray)](https://gamengen.github.io/)
 [![arXiv](https://img.shields.io/badge/arXiv-red)](https://arxiv.org/abs/2408.14837)
+[![Paper](https://img.shields.io/badge/paper-pink)](https://arxiv.org/pdf/2408.14837)
 
 It runs Doom! The grandfather paper of the field.
 
-<video src="https://gamengen.github.io/static/videos/e1m3.mp4" controls></video>
-
+[![Watch the video](https://img.youtube.com/vi/O3616ZFGpqw/0.jpg)](https://www.youtube.com/watch?v=O3616ZFGpqw)
 
 ### Pokemon Overworld
+![??? FPS on RTX 4090](https://img.shields.io/badge/RTX%204090-%3F%3F%3F%20FPS-green)
 [![Demo](https://img.shields.io/badge/demo-yellow)](https://madebyoll.in/posts/game_emulation_via_dnn/demo)
 [![Blog](https://img.shields.io/badge/blog-orange)](https://madebyoll.in/posts/game_emulation_via_dnn/)
 
 An early model trained on a 4th Generation Pokemon game.
+
+![Pokemon](https://madebyoll.in/posts/game_emulation_via_dnn/neural_notwork_3.gif)
+
+## Papers Please
+
+- [Diffusion for World Modeling: Visual Details Matter in Atari](https://arxiv.org/pdf/2405.12399) - Diamond Paper (2024)
+- [Diffusion Models are Real-time Game Engines](https://arxiv.org/pdf/2408.14837) - GameNGen Paper (2024)
+- [The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control](https://thematrix1999.github.io/article/the_matrix.pdf) - Matrix Paper (2024)