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Excited to announce Imagen Video, our new text-conditioned video diffusion model that generates 1280x768 24fps HD videos! #ImagenVideo imagen.research.google/video/ Work w/ William Chan (陳俊樂) Chitwan Saharia Jay Whang Ruiqi Gao Alexey Gritsenko Durk Kingma Ben Poole Mohammad Norouzi David Fleet Tim Salimans

Physics-informed neural operator (PINO) for multi-body dynamics. The 3D PDE is challenging, but nicely decomposes into ODEs that are simpler and PINO can be used to solve it effectively arxiv.org/pdf/2210.00222…

Coding in my first years of PhD be like...

ChatGPT is the closest model we have that looks like AGI, but still suffers from hallucination and tends to write plausible-looking bs with uncanny confidence. It could be misleading and even dangerous. Can we fix it? There is a simple & intuitive remedy:🧵

Excited to publish the Prompt Engineering Guide, a new repo for discovering papers, guides, tools, and datasets to learn about prompt engineering. Intended for ML / NLP researchers and practitioners. More coming soon! Including a full tutorial & lecture. github.com/dair-ai/Prompt…

Happy new year!

debugging in Python: - `print()`s alone: too simple - `import pdb; pdb.set_trace()`: too complex - `import code; code.interact(local=locals())`: just right simply drops you into interpreter, perfect for 95% of debugging

If language were sufficient to express human thought, why would we need visual arts, music, dance?

Music & sound effect industry has not fully understood the size of the storm about to hit. There’re not just one, or two, but FOUR audio models in the past week *alone* If 2022 is the year of pixels for generative AI, then 2023 is the year of sound waves. Deep dive with me: 🧵

Since transformers have such a big impact on everyone's research agenda, I wanted to flesh out a short reading list for machine learning researchers and practitioners getting started with large language models: sebastianraschka.com/blog/2023/llm-…

I will buy a humanoid robot, right now, if it can fold clean laundry for me three days a week, even if it cost 1k or more.

What GPT-4 gains in IQ, it sacrifices in empathy. Below is someone with suicidal thought seeking help. GPT-4 answers like an automated call center, unlike ChatGPT. In the sci-fi series Westworld, Dr. Ford (creator of AGI) says that "suffering" is the final step for AI to awaken

Adobe researchers are presenting new #ComputerVision work at this week’s #CVPR2023. In addition to the publications, Adobe authors have also contributed to the conference in many different ways. Check out the blog post to learn more! adobe.ly/43V7Kbt

Excited to co-host a new Workshop on Intelligent Sports Technologies at ACM MM Asia 2023 with Prof. Wen-Chih Peng and Prof. YuShuen Wang! Please consider submitting your awesome work on intelligent sports technology to the workshop! sites.google.com/view/wistacmmu…