SaiSatish

Joined: August 22, 2023
Articles: 737
Comments: 2

google-researches

Introducing the Google Universal Image Embedding Challenge

Posted by Bingyi Cao, Software Engineer, Google Research, and Mário Lipovský, Software Engineer, Google Lens Computer vision models see daily application for a wide variety of tasks, ranging from object recognition to image-based 3D object reconstruction. One challenging type of…

Science Daily

Proteins and natural language: Artificial intelligence enables the design of novel proteins

Researchers have successfully applied a computer-based natural language processing model to protein research. Read More

google-researches

Building Efficient Multiple Visual Domain Models with Multi-path Neural Architecture Search

Posted by Qifei Wang, Senior Software Engineer, and Feng Yang, Senior Staff Software Engineer, Google Research Deep learning models for visual tasks (e.g., image classification) are usually trained end-to-end with data from a single visual domain (e.g., natural images or…

google-researches

Efficient Sequence Modeling for On-Device ML

Posted by Arun Kandoor, Software Engineer, Google Research The increasing demand for machine learning (ML) model inference on-device (for mobile devices, tablets, etc.) is driven by the rise of compute-intensive applications, the need to keep certain data on device for…

Science Daily

Using artificial intelligence to control digital manufacturing

A new computer vision system watches the 3D printing process and adjusts velocity and printing path to avoid errors. Training the system in simulation, researchers avoid the costly trial-and-error associated with setting 3D printing parameters for new materials. Read More

Science Daily

Fiddler crab eye view inspires researchers to develop novel artificial vision

Artificial vision systems are implemented in motion sensing, object detection, and self-driving vehicles. However, they are not suitable for changing external environments and are limited to a hemispherical field-of-view (FOV). Addressing this issue, researchers have now developed a novel artificial…

google-researches

Enhancing Backpropagation via Local Loss Optimization

Posted by Ehsan Amid, Research Scientist, and Rohan Anil, Principal Engineer, Google Research, Brain Team While model design and training data are key ingredients in a deep neural network’s (DNN’s) success, less-often discussed is the specific optimization method used for…

Science Daily

How to help assembly-line robots shift gears and pick up almost anything

A University of Washington team created a new tool that can design a 3D-printable passive gripper and calculate the best path to pick up an object. The team tested this system on a suite of 22 objects — including a…

Deep Mind

AlphaFold reveals the structure of the protein universe

Today, in partnership with EMBL’s European Bioinformatics Institute (EMBL-EBI), we’re now releasing predicted structures for nearly all catalogued proteins known to science, which will expand the AlphaFold DB by over 200x – from nearly 1 million structures to over 200…

google-researches

Look and Talk: Natural Conversations with Google Assistant

Posted by Tuan Anh Nguyen, Google Assistant and Sourish Chaudhuri, Google Research In natural conversations, we don’t say people’s names every time we speak to each other. Instead, we rely on contextual signaling mechanisms to initiate conversations, and eye contact…