Google DeepMind at NeurIPS 2023
Hey tech enthusiasts! Let’s dive into some fascinating insightful commentary for a brand new technical blog post, titled “Latest posts, Latest research posts, Latest technology posts, Latest news, Latest neuroscience updates, and Latest AI topics.” In the lead-up to Neurosciences 2023, a conference on neurological research, research teams at Google Deepmind are presenting three papers:
1. UniSim: Universal Simulator of Real-World Interactions
This paper showcases generative AI models that can create paintings, compose music, and write stories. The authors demonstrate how diffusion models can be used to transfer skills across modalities while showing just how much potential they have in one medium.
2. UniSim surpassed current methods on vision and language tasks
This spotlight poster depicts a demonstration of UniSim, which uses video generation to transfer knowledge by predicting video plans for real robot actions. The authors show that UniSim can transfer skills from videos with just predicting captions from images, allowing for more useful digital and robot assistant tasks.
3. More MultiModal Models Could Give Way to More Useful Digital and Robot Assistant Tasks
In a spotlight poster, the authors discuss the advantages of using video generation in training agents for the real world. This could lead to more useful applications across industries such as video games and film, helping train AI systems that can memorize data or protect private and sensitive material.
To support workshops led by LatinX in AI, QueerInAI, and Women In ML, Google Deepmind is sponsoring the NeurIPS conference this year. The creative track featuring artists from Visualising AI will have interactive visuals to explore and learn more about AI, which can be found at their booth. The team hosting workshops and presentations across the conference will showcase cutting-edge research on AI systems such as AI safety and developing new abilities like interpretability methods. Join us for a fascinating insightful discussion on the latest AI topics and news!