State-of-the-Art

Google has introduced Imagen, a model that transforms a text description into an image with a resolution of 1024 x 1024 pixels. Imagen surpassed OpenAI DALL-E 2 in terms of…

DeepMind has introduced a cross-modal universal model with 1.2 billion Gato parameters. Gato can perform more than 600 tasks, such as playing video games, creating subtitles for images and controlling…

MIT has developed a model of cross-modal search for actions in text, audio and video content. The model allows you to determine where a certain action takes place in the…

Flamingo is a multimodal DeepMind model that generates a text description of photos, videos and sounds. The model surpasses the previous state-of-the-art models in 16 tasks, and its feature is…

MIT researchers have developed an algorithm to improve the safety of self-driving cars. The model predicts the trajectories of road users moving near the drone in real time. Modern methods…

OpenAI has introduced a new version of the DALL-E text-to-image conversion model. Compared to the first version, DALL-E 2 generates images in higher quality with less delay, and also allows…

Google has introduced a PaLM – language model with 540 billion parameters. PaLM has surpassed existing language models in most benchmarks. The model is trained using 6144 Google TPU tensor…

AI-Guide is a hand-held surgical robot developed at MIT that allows automating the process of inserting a needle or catheter into a blood vessel. The device is aimed at providing…

DeepMind has announced the use of reinforcement learning to control the plasma state during a thermonuclear reaction. The DeepMind algorithm made it possible to increase the stability of the process…

MIT has developed an Equidock neural network that predicts the connection of two proteins. The model can accelerate drug development by 500 times. Proteins produced by the immune system –…

The Google AI study demonstrated the possibility of teaching robots to perform tasks that were not included in the training dataset.  The method allows you to speed up and simplify…

Microsoft has developed a reinforcement learning algorithm that offers the most effective treatment tactics for the patient’s current condition. The model is aimed at accelerating decision-making in healthcare in conditions…

Open AIn AI presented a neural network proving theorems. The model achieved 41% accuracy on the miniF2F – dataset of school Olympiad problems. To search for evidence, a language model…

DeepMind introduced the AlphaCode code generation system with 41 billion parameters. AlphaCode is superior to OpenAI Codex and generates code in 12 languages. According to a Cambridge University study, more…

Google has developed a neural network that separates the object from the background in the image with high accuracy. The model is used in portrait shooting mode on Pixel 6.…

HyperStyle is a neural network that modifies individual parameters of objects in photos. With HyperStyle, you can change a person’s hairstyle or the color of a car. A neural network…

Researchers from the Federal Polytechnic School of Lausanne have developed a robot controlled on the basis of electrical signals coming from the brain. Such a robot can be used by…

GLIDE is an OpenAI model for generating an image based on its description. GLIDE is superior to DALL-E and at the same time has 3 times fewer parameters. In January…

OpenAI introduced WebGPT, a model that searches for the answer to a question on the Internet. WebGPT combines information from several sources and generates a response text. Language models such…

Microsoft has introduced an update to Uni-TTS — a model that converts text to speech. Uni-TTSv4 provides the best speech quality among similar state-of-the-art models and will soon be available…

DeepMind has introduced the RETRO language model, which implements a learning scheme based on the use of external memory. RETRO demonstrates results comparable to GPT-3, despite the fact that it…