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Meet TAP-Vid: A Dataset of Videos Along With Point Tracks, Either Manually Annotated or Obtained From A Simulator

AI Paper Summary
Imagine if we could study the motion of objects in videos by tracking their position and orientation and how different points on the object...

Google AmbiML Open-Sources ‘KataOS,’ A Secure Operating System For Embedded Machine Learning Hardware

AI Shorts
Due to recent technological breakthroughs, the number of always-on or ambient smart gadgets has proliferated in recent years. However, such technical developments also prompt...

Google Research Proposes an Artificial Intelligence (AI) Model to Utilize Vision Transformers on Videos

AI Paper Summary
Transformers have played a crucial role in natural language processing tasks in the last decade. Their success attributes mainly to their ability to extract...

Google AI Introduces ‘SegCLR,’ a Self-Supervised Machine Learning Technique that Produces Highly Informative Representations of Cells Directly from 3D Electron Microscope Imagery and Segmentations

AI Paper Summary
If we can analyze the organization of neural circuits, it will play a crucial role in better understanding the process of thinking. It is...

Google AI Introduces a Novel MoE Routing Algorithm Called Expert Choice (EC) That can Achieve Optimal Load Balancing in an MoE System While Allowing...

AI Paper Summary
The number of model parameters in the network significantly influences a neural network's ability to process information. Recent academic work has largely focused on...

Latest Machine Learning Research Uncovers a Hidden Order in Scents

AI Paper Summary
Alex Wiltschko is an olfactory neuroscientist for Google Research's Brain Team. As a youth, his fascination with fragrances. He recently employed machine learning to...

Princeton and Google AI Researchers Propose ReAct: An Effective Artificial Intelligence Method for Synergizing Reasoning and Acting in Large Language Models

AI Paper Summary
Although large language models (LLMs) have shown astounding performance on tasks involving interactive decision-making and language understanding, their capacities for reasoning (such as chain-of-thought...

Boston University and Google Researchers Introduce An Artificial Intelligence (AI) Based Method To Illustrate Articles With Visual Summarizes

AI Paper Summary
Recent progress in generative models has paved the way to a manifold of tasks that some years ago were only imaginable. With the help...

Google AI Researchers Propose An Artificial Intelligence-Based Method For Learning Perpetual View Generation of Natural Scenes Solely From Single-View Photos

AI Paper Summary
Our earth is gorgeous, with majestic mountains, breathtaking seascapes, and tranquil forests. Flying past intricately detailed, three-dimensional landscapes, picture yourself taking in this splendor...

Meet Prompt-to-Prompt: An Artificial Intelligence AI Model That Brings Image Editing Capabilities to Text-to-Image Models

AI Paper Summary
It is okay to assume everybody has heard about the Stable Diffusion or DALL-E at this point. The huge craze about text-to-image models has...

Google AI Introduces Reincarnating Reinforcement Learning RL That Reuses Prior Computation to Accelerate Progress

AI Paper Summary
Reinforcement Learning RL, which falls under the Machine Learning umbrella, focuses on training intelligent agents to make decisions by using related experiences. This could...

Google AI Researchers Develop Code as Policies (CaP), a Robot-Centric Formulation of Language Model-Generated Programs Executed on Physical Systems

AI Shorts
What if, in response to human commands, robots could develop their programming to interact with the outside world? It turns out that the most...
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